From bdb44214a18b30ab8503b6f773719cc09037410a Mon Sep 17 00:00:00 2001 From: Saxon Nelson-Milton Date: Thu, 6 Jan 2022 15:28:02 +1030 Subject: [PATCH 01/24] rv & revid/{revid.go, pipeline.go}: added probe component to revid and wrote skeleton of probe implementation for turbdidity sensing in rv --- cmd/rv/main.go | 44 +++++++++++++++++++++++++++++++++++++++++--- revid/pipeline.go | 9 ++++++++- revid/revid.go | 15 +++++++++++++++ 3 files changed, 64 insertions(+), 4 deletions(-) diff --git a/cmd/rv/main.go b/cmd/rv/main.go index 834f53a3..965cd7b1 100644 --- a/cmd/rv/main.go +++ b/cmd/rv/main.go @@ -103,12 +103,32 @@ const ( profilePath = "rv.prof" pkg = "rv: " runPreDelay = 20 * time.Second +) + +// Software define pin values. +// See https://netreceiver.appspot.com/help, External Pin Assignments. +const ( bitratePin = "X36" + saturationPin = "X38" + contrastPin = "X39" ) // This is set to true if the 'profile' build tag is provided on build. var canProfile = false +type turbidityProbe struct { + saturation, contrast float64 +} + +// TODO(Russell): complete this implementation of Write. +func (tp *turbidityProbe) Write(p []byte) (int, error) { + return len(p), nil +} + +func (tp *turbidityProbe) Close() error { + return nil +} + func main() { mts.Meta = meta.NewWith([][2]string{{metaPreambleKey, metaPreambleData}}) @@ -134,10 +154,13 @@ func main() { log.Log(logger.Info, "profiling started") } - var rv *revid.Revid + var ( + rv *revid.Revid + p *turbidityProbe + ) log.Log(logger.Debug, "initialising netsender client") - ns, err := netsender.New(log, nil, readPin(rv), nil, createVarMap()) + ns, err := netsender.New(log, nil, readPin(p, rv), nil, createVarMap()) if err != nil { log.Log(logger.Fatal, pkg+"could not initialise netsender client: "+err.Error()) } @@ -148,6 +171,11 @@ func main() { log.Log(logger.Fatal, pkg+"could not initialise revid", "error", err.Error()) } + err = rv.SetProbe(p) + if err != nil { + log.Log(logger.Error, pkg+"could not set probe","error",err.Error()) + } + // NB: Problems were encountered with communicating with RTSP inputs. When trying to // connect it would fail due to timeout; as if things had not been set up quickly // enough before revid tried to do things. This delay fixes this, but there is probably @@ -271,7 +299,7 @@ func sleep(ns *netsender.Sender, l *logger.Logger) { // readPin provides a callback function of consistent signature for use by // netsender to retrieve software defined pin values e.g. revid bitrate. -func readPin(rv *revid.Revid) func(pin *netsender.Pin) error { +func readPin(p *turbidityProbe, rv *revid.Revid) func(pin *netsender.Pin) error { return func(pin *netsender.Pin) error { switch { case pin.Name == bitratePin: @@ -281,6 +309,16 @@ func readPin(rv *revid.Revid) func(pin *netsender.Pin) error { } case pin.Name[0] == 'X': return sds.ReadSystem(pin) + case pin.Name == saturationPin: + pin.Value = -1 + if p != nil { + pin.Value = int(p.saturation * 1000) + } + case pin.Name == contrastPin: + pin.Value = -1 + if p != nil { + pin.Value = int(p.contrast * 100) + } default: pin.Value = -1 } diff --git a/revid/pipeline.go b/revid/pipeline.go index 11fee2fa..bea4325c 100644 --- a/revid/pipeline.go +++ b/revid/pipeline.go @@ -283,6 +283,7 @@ func (r *Revid) setupPipeline(mtsEnc func(dst io.WriteCloser, rate float64) (io. r.cfg.Logger.Log(logger.Info, "filters set up") } + var err error switch r.cfg.Input { case config.InputRaspivid: @@ -377,7 +378,13 @@ func (r *Revid) processFrom(in device.AVDevice, delay time.Duration) { // For a continuous source e.g. a camera or microphone, we should remain // in this call indefinitely unless in.Stop() is called and an io.EOF is forced. r.cfg.Logger.Log(logger.Debug, "lexing") - err = r.lexTo(r.filters[0], in, delay) + var w io.Writer + w = r.filters[0] + if r.probe != nil { + w = ioext.MultiWriteCloser(r.filters[0],r.probe) + } + + err = r.lexTo(w, in, delay) switch err { case nil, io.EOF: r.cfg.Logger.Log(logger.Info, "end of file") diff --git a/revid/revid.go b/revid/revid.go index 1516b6ea..5cfd385c 100644 --- a/revid/revid.go +++ b/revid/revid.go @@ -30,6 +30,7 @@ LICENSE package revid import ( + "errors" "fmt" "io" "sync" @@ -76,6 +77,12 @@ type Revid struct { // lexTo, encoder and packer handle transcoding the input stream. lexTo func(dest io.Writer, src io.Reader, delay time.Duration) error + // probe allows us to "probe" frames after being lexed before going off to + // later encoding stages. This is useful if we wish to perform some processing + // on frames to derive metrics, for example, we might like to probe frames to + // derive turbidity levels. This is provided through SetProbe. + probe io.WriteCloser + // filters will hold the filter interface that will write to the chosen filter from the lexer. filters []filter.Filter @@ -236,3 +243,11 @@ func (r *Revid) Update(vars map[string]string) error { r.cfg.Logger.Log(logger.Debug, "config changed", "config", r.cfg) return nil } + +func (r *Revid) SetProbe(p io.WriteCloser) error { + if r.running { + return errors.New("cannot set probe when revid is running") + } + r.probe = p + return nil +} From 0c6d9d0132c1151a22c8de1025d914490c8bbdf2 Mon Sep 17 00:00:00 2001 From: Russell Stanley Date: Thu, 6 Jan 2022 16:54:30 +1030 Subject: [PATCH 02/24] setup ticker --- cmd/rv/main.go | 24 +++++++++++++++++++----- 1 file changed, 19 insertions(+), 5 deletions(-) diff --git a/cmd/rv/main.go b/cmd/rv/main.go index 965cd7b1..031381b2 100644 --- a/cmd/rv/main.go +++ b/cmd/rv/main.go @@ -11,6 +11,7 @@ AUTHORS Jack Richardson Trek Hopton Scott Barnard + Russell Stanley LICENSE Copyright (C) 2020 the Australian Ocean Lab (AusOcean) @@ -103,14 +104,15 @@ const ( profilePath = "rv.prof" pkg = "rv: " runPreDelay = 20 * time.Second + turbidity ) // Software define pin values. // See https://netreceiver.appspot.com/help, External Pin Assignments. const ( - bitratePin = "X36" + bitratePin = "X36" saturationPin = "X38" - contrastPin = "X39" + contrastPin = "X39" ) // This is set to true if the 'profile' build tag is provided on build. @@ -122,6 +124,18 @@ type turbidityProbe struct { // TODO(Russell): complete this implementation of Write. func (tp *turbidityProbe) Write(p []byte) (int, error) { + + ticker := time.NewTicker(500 * time.Millisecond) + + go func() { + for { + select { + case <-ticker.C: + + // Implementation here + } + } + }() return len(p), nil } @@ -156,7 +170,7 @@ func main() { var ( rv *revid.Revid - p *turbidityProbe + p *turbidityProbe ) log.Log(logger.Debug, "initialising netsender client") @@ -171,9 +185,9 @@ func main() { log.Log(logger.Fatal, pkg+"could not initialise revid", "error", err.Error()) } - err = rv.SetProbe(p) + err = rv.SetProbe(p) if err != nil { - log.Log(logger.Error, pkg+"could not set probe","error",err.Error()) + log.Log(logger.Error, pkg+"could not set probe", "error", err.Error()) } // NB: Problems were encountered with communicating with RTSP inputs. When trying to From 7da2097cf9c66303d325899cf4359fa576b0e985 Mon Sep 17 00:00:00 2001 From: Russell Stanley Date: Fri, 7 Jan 2022 14:42:15 +1030 Subject: [PATCH 03/24] added testing file and began write implementation --- cmd/rv/main.go | 17 +++++++++++++---- cmd/rv/probe_test.go | 18 ++++++++++++++++++ revid/audio_OSX.go | 33 +++++++++++++++++++++++++++++++++ 3 files changed, 64 insertions(+), 4 deletions(-) create mode 100644 cmd/rv/probe_test.go create mode 100644 revid/audio_OSX.go diff --git a/cmd/rv/main.go b/cmd/rv/main.go index 031381b2..9590f53f 100644 --- a/cmd/rv/main.go +++ b/cmd/rv/main.go @@ -61,6 +61,7 @@ import ( "strconv" "time" + "gocv.io/x/gocv" "gopkg.in/natefinch/lumberjack.v2" "bitbucket.org/ausocean/av/container/mts" @@ -104,7 +105,7 @@ const ( profilePath = "rv.prof" pkg = "rv: " runPreDelay = 20 * time.Second - turbidity + turbidityDelay = 60 * time.Second ) // Software define pin values. @@ -125,17 +126,25 @@ type turbidityProbe struct { // TODO(Russell): complete this implementation of Write. func (tp *turbidityProbe) Write(p []byte) (int, error) { - ticker := time.NewTicker(500 * time.Millisecond) + ticker := time.NewTicker(turbidityDelay) + const ( + rows = 2464 + cols = 3280 + ) go func() { for { select { case <-ticker.C: - - // Implementation here + mat, err := gocv.NewMatFromBytes(rows, cols, gocv.MatTypeCV8U, p) // IMDecode may also work + if err != nil { + //TODO + } + mat.GetUCharAt(0, 0) } } }() + return len(p), nil } diff --git a/cmd/rv/probe_test.go b/cmd/rv/probe_test.go new file mode 100644 index 00000000..4468af0a --- /dev/null +++ b/cmd/rv/probe_test.go @@ -0,0 +1,18 @@ +package main + +import ( + "fmt" + "testing" +) + +func TestMain(m *testing.M) { + + ts := new(turbidityProbe) + + frame := make([]byte, 10) + + size, err := ts.Write(frame) + + fmt.Println(size) + fmt.Println(err) +} diff --git a/revid/audio_OSX.go b/revid/audio_OSX.go new file mode 100644 index 00000000..b31e3e47 --- /dev/null +++ b/revid/audio_OSX.go @@ -0,0 +1,33 @@ +/* +NAME + audio_OSX.go + +AUTHORS + Russell Stanley + +LICENSE + revid is Copyright (C) 2021 the Australian Ocean Lab (AusOcean) + + It is free software: you can redistribute it and/or modify them + under the terms of the GNU General Public License as published by the + Free Software Foundation, either version 3 of the License, or (at your + option) any later version. + + It is distributed in the hope that it will be useful, but WITHOUT + ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or + FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License + for more details. + + You should have received a copy of the GNU General Public License + in gpl.txt. If not, see http://www.gnu.org/licenses. +*/ + +package revid + +import ( + "errors" +) + +func (r *Revid) setupAudio() error { + return errors.New("audio not implemented on OSX") +} From 3614d5c2ccd4c3c1833270d6a647564c979139c7 Mon Sep 17 00:00:00 2001 From: Russell Stanley Date: Mon, 10 Jan 2022 14:17:52 +1030 Subject: [PATCH 04/24] Read h264 frame into a byte slice --- cmd/rv/AusOcean_logo_1080p.h264 | Bin 0 -> 22925 bytes cmd/rv/probe_test.go | 32 ++++++++++++++++++++++++-------- 2 files changed, 24 insertions(+), 8 deletions(-) create mode 100644 cmd/rv/AusOcean_logo_1080p.h264 diff --git a/cmd/rv/AusOcean_logo_1080p.h264 b/cmd/rv/AusOcean_logo_1080p.h264 new file mode 100644 index 0000000000000000000000000000000000000000..93332d458d0908d95a8620c731d51bd735af904c GIT binary patch literal 22925 zcmYIv19&A(uxPxoZQFLTv2EM7ZEbAZw(VqN+qU_#|Gn?M@0+QvE=^T;O-)aqIRF3v zfTl(OKo`A@-W~#7@P1g;TstnSlJp{@-T4HbJFAM+vr=lI~w!Q zyD@RnyD=~@;aeN?m>Ij_J31TuU~Kqyj_yCIKTy}fh=+le{zvHt;9Hx!85`;Tv&itH 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zS9IG$SizlkH7J2oy6f18pW2s*H&tqNxt}6d!R~%Rn@VA{lJE^XCAZ7LjIG~N;^oI$ zrEQ4jsC5JJ$NWHsNl2x>K- z)O_yk(bl|g*XgzhLzASo%D%k;+@baz$-9K9GkA?c zosBP&b<-VF^*KeTdB4(hfYq1Y2nB1|9kf6E>cBzY*{l_?i*aXj@n}47sFUWijqs72 zyBR1RV^E=o>c}p-$B9}h5uCbzLjGZ`btI+Il2&=CffDZl{1lG}C~p0esDaTaTpcBx zXX}!SfiLE7txr||UZNjMUlQhPryR`x2hdq|VG||W?h&~EE*uh(oUXd=twa@*zN)2; z_3iyTaWTH`OKL~qCaZ7PS7c8I_-(hw6n9Kp-{GDZH9hMOuZu5i2lFJPQVLEnN(F2? zLqqF1aiL*cFmubJILe zGuaX(SPb80voA2k3OBBHHS-U>p9o>FX5hMDQT4o5w2 Date: Tue, 11 Jan 2022 14:35:53 +1030 Subject: [PATCH 05/24] initial turbidity probe integration --- .../{AusOcean_logo_1080p.h264 => logo.h264} | Bin cmd/rv/main.go | 51 ++++++++++++------ cmd/rv/probe_test.go | 27 +++------- 3 files changed, 44 insertions(+), 34 deletions(-) rename cmd/rv/{AusOcean_logo_1080p.h264 => logo.h264} (100%) diff --git a/cmd/rv/AusOcean_logo_1080p.h264 b/cmd/rv/logo.h264 similarity index 100% rename from cmd/rv/AusOcean_logo_1080p.h264 rename to cmd/rv/logo.h264 diff --git a/cmd/rv/main.go b/cmd/rv/main.go index 9590f53f..f332a1eb 100644 --- a/cmd/rv/main.go +++ b/cmd/rv/main.go @@ -56,6 +56,8 @@ package main import ( "io" + "io/ioutil" + "log" "os" "runtime/pprof" "strconv" @@ -105,46 +107,65 @@ const ( profilePath = "rv.prof" pkg = "rv: " runPreDelay = 20 * time.Second - turbidityDelay = 60 * time.Second + turbidityDelay = time.Second // Time delay for evaluating turbidity. + maxImages = 10 // Max number of images read when evaluating turbidity. ) // Software define pin values. // See https://netreceiver.appspot.com/help, External Pin Assignments. const ( - bitratePin = "X36" - saturationPin = "X38" - contrastPin = "X39" + bitratePin = "X36" + sharpnessPin = "X38" + contrastPin = "X39" ) // This is set to true if the 'profile' build tag is provided on build. var canProfile = false type turbidityProbe struct { - saturation, contrast float64 + sharpness, contrast float64 } // TODO(Russell): complete this implementation of Write. func (tp *turbidityProbe) Write(p []byte) (int, error) { - ticker := time.NewTicker(turbidityDelay) - const ( - rows = 2464 - cols = 3280 - ) go func() { for { select { case <-ticker.C: - mat, err := gocv.NewMatFromBytes(rows, cols, gocv.MatTypeCV8U, p) // IMDecode may also work + var imgs []gocv.Mat + img := gocv.NewMat() + + // Write byte array to a temp file. + file, err := ioutil.TempFile("temp", "video*.h264") if err != nil { - //TODO + log.Fatalf("failed to create temp file: %v", err) } - mat.GetUCharAt(0, 0) + defer os.Remove(file.Name()) + _, err = file.Write(p) + if err != nil { + log.Fatalf("failed to write to %v: %v", file.Name(), err) + } + + // Read the file and store each frame. + vc, err := gocv.VideoCaptureFile(file.Name()) + if err != nil { + log.Fatalf("failed to read read file, %v: %v", file.Name(), err) + } + for vc.Read(&img) && len(imgs) < maxImages { + imgs = append(imgs, img.Clone()) + } + + // Process video data to get saturation and contrast scores. - TODO + tp.contrast = float64(len(imgs)) + tp.sharpness = float64(len(imgs)) + return } } }() + time.Sleep(5 * time.Second) return len(p), nil } @@ -332,10 +353,10 @@ func readPin(p *turbidityProbe, rv *revid.Revid) func(pin *netsender.Pin) error } case pin.Name[0] == 'X': return sds.ReadSystem(pin) - case pin.Name == saturationPin: + case pin.Name == sharpnessPin: pin.Value = -1 if p != nil { - pin.Value = int(p.saturation * 1000) + pin.Value = int(p.sharpness * 1000) } case pin.Name == contrastPin: pin.Value = -1 diff --git a/cmd/rv/probe_test.go b/cmd/rv/probe_test.go index d5413f18..8b53aff8 100644 --- a/cmd/rv/probe_test.go +++ b/cmd/rv/probe_test.go @@ -3,32 +3,21 @@ package main import ( "io/ioutil" "testing" - - "gocv.io/x/gocv" ) -func TestMain(t *testing.T) { - //ts := new(turbidityProbe) - const ( - rows = 2464 - cols = 3280 - ) +// TestProbe reads a given video file and writes the sharpness and contrast scores to a turbidity probe +func TestProbe(t *testing.T) { + ts := new(turbidityProbe) - // Read frame - frame, err := ioutil.ReadFile("AusOcean_logo_1080p.h264") + video, err := ioutil.ReadFile("logo.h264") if err != nil { - t.Fatal(err) + t.Fatalf("failed to read file: %v", err) } - // Decode - //mat, err := gocv.NewMatFromBytes(rows, cols, gocv.MatTypeCV8UC3, frame) - mat, err := gocv.IMDecode(frame, gocv.IMReadUnchanged) + _, err = ts.Write(video) if err != nil { - t.Fatal(err) - } - if mat.Empty() { - t.Fatal("Empty gocv.Mat") + t.Fatalf("failed to write sharpness and contrast: %v", err) } - gocv.IMWrite("logo.jpg", mat) + t.Logf("contrast: %v, sharpness: %v\n", ts.contrast, ts.sharpness) } From 651488fc5939bbc268fbc8b9bca55fdbd7b055c1 Mon Sep 17 00:00:00 2001 From: Russell Stanley Date: Fri, 17 Dec 2021 16:33:31 +1030 Subject: [PATCH 06/24] Split files and improved implementation --- turbidity/main.go | 148 ------------------------------------------- turbidity/results.go | 2 +- 2 files changed, 1 insertion(+), 149 deletions(-) delete mode 100644 turbidity/main.go diff --git a/turbidity/main.go b/turbidity/main.go deleted file mode 100644 index fedc49b3..00000000 --- a/turbidity/main.go +++ /dev/null @@ -1,148 +0,0 @@ -package main - -import ( - "fmt" - "log" - "math" - - "gonum.org/v1/plot" - "gonum.org/v1/plot/plotter" - "gonum.org/v1/plot/plotutil" - "gonum.org/v1/plot/vg" - - "gocv.io/x/gocv" -) - -const ( - nImages = 13 - nSamples = 10 -) - -func main() { - // Load template and standard image. - template := gocv.IMRead("template.jpg", gocv.IMReadGrayScale) - standard := gocv.IMRead("default.jpg", gocv.IMReadGrayScale) - - imgs := make([][]gocv.Mat, nImages) - - // Load test images. - for i := range imgs { - imgs[i] = make([]gocv.Mat, nSamples) - for j := range imgs[i] { - imgs[i][j] = gocv.IMRead(fmt.Sprintf("images/t-%v/000%v.jpg", i, j), gocv.IMReadGrayScale) - } - } - - // Create turbidity sensor. - ts := TurbiditySensor{template: template, standard: standard, k1: 8, k2: 8, sobelFilterSize: 3, scale: 1.0, alpha: 1.0} - - var finalRes Results - finalRes.new(nImages) - - // Score each image by calculating the average score from camera burst. - for i := range imgs { - // Evaluate camera burst. - sample_result, err := ts.Evaluate(imgs[i]) - if err != nil { - log.Fatalf("Evaluation Failed: %v", err) - } - - // Add the average result from camera burst. - finalRes.update(average(sample_result.saturation), average(sample_result.contrast), float64(i)*2.5, i) - } - - // Plot the final results. - err := plotResults(finalRes.turbidity, normalize(finalRes.saturation), normalize(finalRes.contrast)) - if err != nil { - log.Fatalf("Plotting Failed: %v", err) - } - - log.Printf("Saturation: %v", finalRes.saturation) - log.Printf("Contrast: %v", finalRes.contrast) -} - -// Plotting Functions. - -// Normalize values in a slice between 0 and 1. -func normalize(slice []float64) []float64 { - - max := -math.MaxFloat64 - min := math.MaxFloat64 - - out := make([]float64, len(slice)) - - if len(slice) <= 1 { - return slice - } - - for i := range slice { - if slice[i] > max { - max = slice[i] - } - if slice[i] < min { - min = slice[i] - } - } - - for i := range slice { - out[i] = (slice[i] - min) / (max - min) - } - return out -} - -// Return the average of a slice. -func average(slice []float64) float64 { - - out := 0.0 - - for i := range slice { - out += slice[i] - } - return out / float64(len(slice)) -} - -func plotResults(x, saturation, contrast []float64) error { - - err := plotToFile( - "Results", - "Almond Milk (ml)", - "Score", - func(p *plot.Plot) error { - return plotutil.AddLinePoints(p, - "Contrast", plotterXY(x, contrast), - "Saturation", plotterXY(x, saturation), - ) - }, - ) - if err != nil { - return fmt.Errorf("Could not plot results: %w", err) - } - return nil -} - -// plotToFile creates a plot with a specified name and x&y titles using the -// provided draw function, and then saves to a PNG file with filename of name. -func plotToFile(name, xTitle, yTitle string, draw func(*plot.Plot) error) error { - p := plot.New() - p.Title.Text = name - p.X.Label.Text = xTitle - p.Y.Label.Text = yTitle - err := draw(p) - if err != nil { - return fmt.Errorf("could not draw plot contents: %w", err) - } - if err := p.Save(15*vg.Centimeter, 15*vg.Centimeter, "plots/"+name+".png"); err != nil { - return fmt.Errorf("could not save plot: %w", err) - } - return nil -} - -// plotterXY provides a plotter.XYs type value based on the given x and y data. -func plotterXY(x, y []float64) plotter.XYs { - xy := make(plotter.XYs, len(x)) - for i := range x { - xy[i].X = x[i] - xy[i].Y = y[i] - } - return xy -} diff --git a/turbidity/results.go b/turbidity/results.go index 4dc24b52..69f215cb 100644 --- a/turbidity/results.go +++ b/turbidity/results.go @@ -7,7 +7,7 @@ type Results struct { contrast []float64 } -func (r *Results) new(n int) { +func (r *Results) New(n int) { r.turbidity = make([]float64, n) r.saturation = make([]float64, n) r.contrast = make([]float64, n) From 74355b1ba88b6e7d2c697e1654011eb7a3fa81a0 Mon Sep 17 00:00:00 2001 From: Russell Stanley Date: Thu, 23 Dec 2021 16:40:35 +1030 Subject: [PATCH 07/24] Updated experiment --- turbidity/results.go | 2 +- turbidity/turbidity.go | 3 +++ 2 files changed, 4 insertions(+), 1 deletion(-) diff --git a/turbidity/results.go b/turbidity/results.go index 69f215cb..4dc24b52 100644 --- a/turbidity/results.go +++ b/turbidity/results.go @@ -7,7 +7,7 @@ type Results struct { contrast []float64 } -func (r *Results) New(n int) { +func (r *Results) new(n int) { r.turbidity = make([]float64, n) r.saturation = make([]float64, n) r.contrast = make([]float64, n) diff --git a/turbidity/turbidity.go b/turbidity/turbidity.go index c065eef6..8adf8e38 100644 --- a/turbidity/turbidity.go +++ b/turbidity/turbidity.go @@ -33,6 +33,9 @@ func (ts TurbiditySensor) Evaluate(imgs []gocv.Mat) (Results, error) { // Apply sobel filter. edge := ts.Sobel(marker) + gocv.IMWrite("marker.jpg", marker) + gocv.IMWrite("edge.jpg", edge) + // Evaluate image. scores, err := ts.EvaluateImage(marker, edge) if err != nil { From b97cc3c8c75c256ae179db5429d874922794cda2 Mon Sep 17 00:00:00 2001 From: Saxon Nelson-Milton Date: Wed, 5 Jan 2022 13:16:08 +1030 Subject: [PATCH 08/24] turbidity files tagged for (not) nocv --- go.mod | 2 +- turbidity/main.go | 150 +++++++++++++++++++++++++++++++++++++++++ turbidity/results.go | 2 + turbidity/turbidity.go | 2 + 4 files changed, 155 insertions(+), 1 deletion(-) create mode 100644 turbidity/main.go diff --git a/go.mod b/go.mod index 6aba6839..c7ff71ba 100644 --- a/go.mod +++ b/go.mod @@ -1,6 +1,6 @@ module bitbucket.org/ausocean/av -go 1.17 +go 1.16 require ( bitbucket.org/ausocean/iot v1.3.0 diff --git a/turbidity/main.go b/turbidity/main.go new file mode 100644 index 00000000..5ea8847c --- /dev/null +++ b/turbidity/main.go @@ -0,0 +1,150 @@ +// +build !nocv + +package main + +import ( + "fmt" + "log" + "math" + + "gonum.org/v1/plot" + "gonum.org/v1/plot/plotter" + "gonum.org/v1/plot/plotutil" + "gonum.org/v1/plot/vg" + + "gocv.io/x/gocv" +) + +const ( + nImages = 13 + nSamples = 10 +) + +func main() { + // Load template and standard image. + template := gocv.IMRead("template.jpg", gocv.IMReadGrayScale) + standard := gocv.IMRead("default.jpg", gocv.IMReadGrayScale) + + imgs := make([][]gocv.Mat, nImages) + + // Load test images. + for i := range imgs { + imgs[i] = make([]gocv.Mat, nSamples) + for j := range imgs[i] { + imgs[i][j] = gocv.IMRead(fmt.Sprintf("images/t-%v/000%v.jpg", i, j), gocv.IMReadGrayScale) + } + } + + // Create turbidity sensor. + ts := TurbiditySensor{template: template, standard: standard, k1: 8, k2: 8, sobelFilterSize: 3, scale: 1.0, alpha: 1.0} + + var finalRes Results + finalRes.new(nImages) + + // Score each image by calculating the average score from camera burst. + for i := range imgs { + // Evaluate camera burst. + sample_result, err := ts.Evaluate(imgs[i]) + if err != nil { + log.Fatalf("Evaluation Failed: %v", err) + } + + // Add the average result from camera burst. + finalRes.update(average(sample_result.saturation), average(sample_result.contrast), float64(i)*2.5, i) + } + + // Plot the final results. + err := plotResults(finalRes.turbidity, normalize(finalRes.saturation), normalize(finalRes.contrast)) + if err != nil { + log.Fatalf("Plotting Failed: %v", err) + } + + log.Printf("Saturation: %v", finalRes.saturation) + log.Printf("Contrast: %v", finalRes.contrast) +} + +// Plotting Functions. + +// Normalize values in a slice between 0 and 1. +func normalize(slice []float64) []float64 { + + max := -math.MaxFloat64 + min := math.MaxFloat64 + + out := make([]float64, len(slice)) + + if len(slice) <= 1 { + return slice + } + + for i := range slice { + if slice[i] > max { + max = slice[i] + } + if slice[i] < min { + min = slice[i] + } + } + + for i := range slice { + out[i] = (slice[i] - min) / (max - min) + } + return out +} + +// Return the average of a slice. +func average(slice []float64) float64 { + + out := 0.0 + + for i := range slice { + out += slice[i] + } + return out / float64(len(slice)) +} + +func plotResults(x, saturation, contrast []float64) error { + + err := plotToFile( + "Results", + "Almond Milk (ml)", + "Score", + func(p *plot.Plot) error { + return plotutil.AddLinePoints(p, + "Contrast", plotterXY(x, contrast), + "Saturation", plotterXY(x, saturation), + ) + }, + ) + if err != nil { + return fmt.Errorf("Could not plot results: %w", err) + } + return nil +} + +// plotToFile creates a plot with a specified name and x&y titles using the +// provided draw function, and then saves to a PNG file with filename of name. +func plotToFile(name, xTitle, yTitle string, draw func(*plot.Plot) error) error { + p := plot.New() + p.Title.Text = name + p.X.Label.Text = xTitle + p.Y.Label.Text = yTitle + err := draw(p) + if err != nil { + return fmt.Errorf("could not draw plot contents: %w", err) + } + if err := p.Save(15*vg.Centimeter, 15*vg.Centimeter, "plots/"+name+".png"); err != nil { + return fmt.Errorf("could not save plot: %w", err) + } + return nil +} + +// plotterXY provides a plotter.XYs type value based on the given x and y data. +func plotterXY(x, y []float64) plotter.XYs { + xy := make(plotter.XYs, len(x)) + for i := range x { + xy[i].X = x[i] + xy[i].Y = y[i] + } + return xy +} diff --git a/turbidity/results.go b/turbidity/results.go index 4dc24b52..7a2fd3fd 100644 --- a/turbidity/results.go +++ b/turbidity/results.go @@ -1,3 +1,5 @@ +// +build !nocv + package main // struct to hold the results of the turbidity sensor. diff --git a/turbidity/turbidity.go b/turbidity/turbidity.go index 8adf8e38..837300d3 100644 --- a/turbidity/turbidity.go +++ b/turbidity/turbidity.go @@ -1,3 +1,5 @@ +// +build !nocv + package main import ( From 808f0f662e3a3ed0f8a22a1d3493a7f3b9481046 Mon Sep 17 00:00:00 2001 From: Russell Stanley Date: Wed, 5 Jan 2022 14:14:22 +1030 Subject: [PATCH 09/24] Fixed range issues with gocv --- exp/gocv-exp/main.go | 7 ++++--- filter/knn.go | 7 ++++--- filter/mog.go | 8 +++++--- 3 files changed, 13 insertions(+), 9 deletions(-) diff --git a/exp/gocv-exp/main.go b/exp/gocv-exp/main.go index 4cbcf6a8..086390c7 100644 --- a/exp/gocv-exp/main.go +++ b/exp/gocv-exp/main.go @@ -1,3 +1,4 @@ +//go:build !nocv // +build !nocv // What it does: @@ -93,8 +94,8 @@ func main() { // now find contours contours := gocv.FindContours(imgThresh, gocv.RetrievalExternal, gocv.ChainApproxSimple) - for _, c := range contours { - area := gocv.ContourArea(c) + for i := 0; i < contours.Size(); i++ { + area := gocv.ContourArea(contours.At(i)) if area < float64(minArea) { continue } @@ -104,7 +105,7 @@ func main() { //gocv.DrawContours(&img, contours, i, statusColor, 2) - rect := gocv.BoundingRect(c) + rect := gocv.BoundingRect(contours.At(i)) gocv.Rectangle(&img, rect, color.RGBA{0, 0, 255, 0}, 1) } diff --git a/filter/knn.go b/filter/knn.go index abc8eb83..18b612e4 100644 --- a/filter/knn.go +++ b/filter/knn.go @@ -1,3 +1,4 @@ +//go:build !nocv // +build !nocv /* @@ -117,9 +118,9 @@ func (m *KNN) Detect(img *gocv.Mat) bool { // Find contours and reject ones with a small area. var contours [][]image.Point allContours := gocv.FindContours(imgDelta, gocv.RetrievalExternal, gocv.ChainApproxSimple) - for _, c := range allContours { - if gocv.ContourArea(c) > m.area { - contours = append(contours, c) + for i := 0; i < allContours.Size(); i++ { + if gocv.ContourArea(allContours.At(i)) > m.area { + contours = append(contours, allContours.At(i).ToPoints()) } } diff --git a/filter/mog.go b/filter/mog.go index f7ef6dbd..c3b15a93 100644 --- a/filter/mog.go +++ b/filter/mog.go @@ -1,3 +1,4 @@ +//go:build !nocv // +build !nocv /* @@ -117,9 +118,10 @@ func (m *MOG) Detect(img *gocv.Mat) bool { // Find contours and reject ones with a small area. var contours [][]image.Point allContours := gocv.FindContours(imgDelta, gocv.RetrievalExternal, gocv.ChainApproxSimple) - for _, c := range allContours { - if gocv.ContourArea(c) > m.area { - contours = append(contours, c) + + for i := 0; i < allContours.Size(); i++ { + if gocv.ContourArea(allContours.At(i)) > m.area { + contours = append(contours, allContours.At(i).ToPoints()) } } From bfb50de4e150300c3dc4bd25c8fbdf6d383a3f62 Mon Sep 17 00:00:00 2001 From: Russell Stanley Date: Wed, 5 Jan 2022 15:22:29 +1030 Subject: [PATCH 10/24] Add description, author and license comment --- turbidity/main.go | 25 +++++++++++++++++++++++++ turbidity/results.go | 25 +++++++++++++++++++++++++ turbidity/turbidity.go | 28 +++++++++++++++++++++++++++- 3 files changed, 77 insertions(+), 1 deletion(-) diff --git a/turbidity/main.go b/turbidity/main.go index 5ea8847c..82472aaf 100644 --- a/turbidity/main.go +++ b/turbidity/main.go @@ -1,5 +1,30 @@ +//go:build !nocv // +build !nocv +/* +DESCRIPTION +Turbidity is a program to measure water clarity using computer vison + +AUTHORS +Russell Stanley + +LICENSE + Copyright (C) 2020 the Australian Ocean Lab (AusOcean) + + It is free software: you can redistribute it and/or modify them + under the terms of the GNU General Public License as published by the + Free Software Foundation, either version 3 of the License, or (at your + option) any later version. + + It is distributed in the hope that it will be useful, but WITHOUT + ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or + FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License + for more details. + + You should have received a copy of the GNU General Public License + in gpl.txt. If not, see http://www.gnu.org/licenses. +*/ + package main import ( diff --git a/turbidity/results.go b/turbidity/results.go index 7a2fd3fd..455e31e7 100644 --- a/turbidity/results.go +++ b/turbidity/results.go @@ -1,5 +1,30 @@ +//go:build !nocv // +build !nocv +/* +DESCRIPTION +Results struct used to store results from the turbidity sensor + +AUTHORS +Russell Stanley + +LICENSE + Copyright (C) 2020 the Australian Ocean Lab (AusOcean) + + It is free software: you can redistribute it and/or modify them + under the terms of the GNU General Public License as published by the + Free Software Foundation, either version 3 of the License, or (at your + option) any later version. + + It is distributed in the hope that it will be useful, but WITHOUT + ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or + FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License + for more details. + + You should have received a copy of the GNU General Public License + in gpl.txt. If not, see http://www.gnu.org/licenses. +*/ + package main // struct to hold the results of the turbidity sensor. diff --git a/turbidity/turbidity.go b/turbidity/turbidity.go index 837300d3..3b270b8a 100644 --- a/turbidity/turbidity.go +++ b/turbidity/turbidity.go @@ -1,4 +1,30 @@ -// +build !nocv +//go:build !ignore +// +build !ignore + +/* +DESCRIPTION +Holds the turbidity sensor struct. Can evaluate 4x4 chessboard markers +in an image to measure the sharpness and contrast. + +AUTHORS +Russell Stanley + +LICENSE + Copyright (C) 2020 the Australian Ocean Lab (AusOcean) + + It is free software: you can redistribute it and/or modify them + under the terms of the GNU General Public License as published by the + Free Software Foundation, either version 3 of the License, or (at your + option) any later version. + + It is distributed in the hope that it will be useful, but WITHOUT + ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or + FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License + for more details. + + You should have received a copy of the GNU General Public License + in gpl.txt. If not, see http://www.gnu.org/licenses. +*/ package main From dc6f4b9272768198a28c56d488feb58b3a01edbb Mon Sep 17 00:00:00 2001 From: Russell Stanley Date: Thu, 6 Jan 2022 13:55:40 +1030 Subject: [PATCH 11/24] code cleanup --- turbidity/images/default.jpg | Bin 0 -> 4532620 bytes turbidity/images/template.jpg | Bin 0 -> 22444 bytes turbidity/{main.go => plot.go} | 68 ++-------------- turbidity/results.go | 39 +++++---- turbidity/turbidity.go | 143 ++++++++++++++++++++------------- turbidity/turbidity_test.go | 88 ++++++++++++++++++++ 6 files changed, 203 insertions(+), 135 deletions(-) create mode 100644 turbidity/images/default.jpg create mode 100644 turbidity/images/template.jpg rename turbidity/{main.go => plot.go} (62%) create mode 100644 turbidity/turbidity_test.go diff --git a/turbidity/images/default.jpg b/turbidity/images/default.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f3716fba5bc7d69b9f368e3ad44f8787451a8c48 GIT binary patch literal 4532620 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AUTHORS -Russell Stanley + Russell Stanley LICENSE Copyright (C) 2020 the Australian Ocean Lab (AusOcean) @@ -29,79 +26,25 @@ package main import ( "fmt" - "log" "math" "gonum.org/v1/plot" "gonum.org/v1/plot/plotter" "gonum.org/v1/plot/plotutil" "gonum.org/v1/plot/vg" - - "gocv.io/x/gocv" ) -const ( - nImages = 13 - nSamples = 10 -) - -func main() { - // Load template and standard image. - template := gocv.IMRead("template.jpg", gocv.IMReadGrayScale) - standard := gocv.IMRead("default.jpg", gocv.IMReadGrayScale) - - imgs := make([][]gocv.Mat, nImages) - - // Load test images. - for i := range imgs { - imgs[i] = make([]gocv.Mat, nSamples) - for j := range imgs[i] { - imgs[i][j] = gocv.IMRead(fmt.Sprintf("images/t-%v/000%v.jpg", i, j), gocv.IMReadGrayScale) - } - } - - // Create turbidity sensor. - ts := TurbiditySensor{template: template, standard: standard, k1: 8, k2: 8, sobelFilterSize: 3, scale: 1.0, alpha: 1.0} - - var finalRes Results - finalRes.new(nImages) - - // Score each image by calculating the average score from camera burst. - for i := range imgs { - // Evaluate camera burst. - sample_result, err := ts.Evaluate(imgs[i]) - if err != nil { - log.Fatalf("Evaluation Failed: %v", err) - } - - // Add the average result from camera burst. - finalRes.update(average(sample_result.saturation), average(sample_result.contrast), float64(i)*2.5, i) - } - - // Plot the final results. - err := plotResults(finalRes.turbidity, normalize(finalRes.saturation), normalize(finalRes.contrast)) - if err != nil { - log.Fatalf("Plotting Failed: %v", err) - } - - log.Printf("Saturation: %v", finalRes.saturation) - log.Printf("Contrast: %v", finalRes.contrast) -} - -// Plotting Functions. - // Normalize values in a slice between 0 and 1. func normalize(slice []float64) []float64 { - max := -math.MaxFloat64 min := math.MaxFloat64 - out := make([]float64, len(slice)) if len(slice) <= 1 { return slice } + // Find the max and min values of the slice. for i := range slice { if slice[i] > max { max = slice[i] @@ -119,9 +62,9 @@ func normalize(slice []float64) []float64 { // Return the average of a slice. func average(slice []float64) float64 { + var out float64 - out := 0.0 - + // Sum all elements in the slice. for i := range slice { out += slice[i] } @@ -129,7 +72,6 @@ func average(slice []float64) float64 { } func plotResults(x, saturation, contrast []float64) error { - err := plotToFile( "Results", "Almond Milk (ml)", diff --git a/turbidity/results.go b/turbidity/results.go index 455e31e7..bd2cc145 100644 --- a/turbidity/results.go +++ b/turbidity/results.go @@ -3,10 +3,10 @@ /* DESCRIPTION -Results struct used to store results from the turbidity sensor + Results struct used to store results from the turbidity sensor. AUTHORS -Russell Stanley + Russell Stanley LICENSE Copyright (C) 2020 the Australian Ocean Lab (AusOcean) @@ -27,22 +27,33 @@ LICENSE package main -// struct to hold the results of the turbidity sensor. +import "fmt" + +// Struct to hold the results of the turbidity sensor. type Results struct { - turbidity []float64 - saturation []float64 - contrast []float64 + Turbidity []float64 + Saturation []float64 + Contrast []float64 } -func (r *Results) new(n int) { - r.turbidity = make([]float64, n) - r.saturation = make([]float64, n) - r.contrast = make([]float64, n) +// Results constructor +func NewResults(n int) (*Results, error) { + + if n <= 0 { + return nil, fmt.Errorf("invalid result size: %v.", n) + } + + r := new(Results) + r.Turbidity = make([]float64, n) + r.Saturation = make([]float64, n) + r.Contrast = make([]float64, n) + + return r, nil } // Update results to add new values at specified index. -func (r *Results) update(saturation, contrast, turbidity float64, index int) { - r.saturation[index] = saturation - r.contrast[index] = contrast - r.turbidity[index] = turbidity +func (r *Results) Update(newSat, newCont, newTurb float64, index int) { + r.Saturation[index] = newSat + r.Contrast[index] = newCont + r.Turbidity[index] = newTurb } diff --git a/turbidity/turbidity.go b/turbidity/turbidity.go index 3b270b8a..81efb195 100644 --- a/turbidity/turbidity.go +++ b/turbidity/turbidity.go @@ -3,11 +3,11 @@ /* DESCRIPTION -Holds the turbidity sensor struct. Can evaluate 4x4 chessboard markers -in an image to measure the sharpness and contrast. + Holds the turbidity sensor struct. Can evaluate 4x4 chessboard markers + in an image to measure the sharpness and contrast. AUTHORS -Russell Stanley + Russell Stanley LICENSE Copyright (C) 2020 the Australian Ocean Lab (AusOcean) @@ -37,92 +37,105 @@ import ( "gocv.io/x/gocv" ) -// Turbidity Sensor. +// TurbiditySensor is a software based turbidity sensor that uses CV to determine saturation and constrast level +// of a chessboard-like target submerged in water that can be correlated to turbidity/visibility values. type TurbiditySensor struct { template, standard gocv.Mat k1, k2, sobelFilterSize int - alpha, scale float64 + scale, alpha float64 } -// Given a slice of test images, return the sharpness and contrast scores. -func (ts TurbiditySensor) Evaluate(imgs []gocv.Mat) (Results, error) { +// Turbidity sensor constructor. +func NewTurbiditySensor(template, standard gocv.Mat, k1, k2, sobelFilterSize int, scale, alpha float64) (*TurbiditySensor, error) { + ts := new(TurbiditySensor) - var result Results - result.new(len(imgs)) + if template.Empty() { + return nil, errors.New("template image is empty.") + } + ts.template = template + + if standard.Empty() { + return nil, errors.New("standard image is empty.") + } + ts.standard = standard + + ts.k1, ts.k2, ts.sobelFilterSize = k1, k2, sobelFilterSize + ts.alpha, ts.scale = alpha, scale + + return ts, nil +} + +// Evaluate, given a slice of images, return the sharpness and contrast scores. +func (ts TurbiditySensor) Evaluate(imgs []gocv.Mat) (*Results, error) { + result, err := NewResults(len(imgs)) + if err != nil { + return result, err + } for i := range imgs { - // Transform image. - marker, err := ts.Transform(imgs[i]) + marker, err := ts.transform(imgs[i]) if err != nil { - return result, fmt.Errorf("Image %v: %w", i, err) + return result, fmt.Errorf("image %v: %w", i, err) } // Apply sobel filter. - edge := ts.Sobel(marker) + edge := ts.sobel(marker) gocv.IMWrite("marker.jpg", marker) gocv.IMWrite("edge.jpg", edge) // Evaluate image. - scores, err := ts.EvaluateImage(marker, edge) + sharpScore, contScore, err := ts.EvaluateImage(marker, edge) if err != nil { return result, err } - result.update(scores[0], scores[1], float64(i*10), i) + result.Update(sharpScore, contScore, float64(i), i) } return result, nil } -// Evaluate image sharpness and contrast using blocks of size k1 by k2. Return a slice of the respective scores. -func (ts TurbiditySensor) EvaluateImage(img, edge gocv.Mat) ([]float64, error) { - - result := make([]float64, 2) // [0.0, 0.0] +// EvaluateImage will evaluate image sharpness and contrast using blocks of size k1 by k2. Return the respective scores. +func (ts TurbiditySensor) EvaluateImage(img, edge gocv.Mat) (float64, float64, error) { + var sharpness float64 + var contrast float64 if img.Rows()%ts.k1 != 0 || img.Cols()%ts.k2 != 0 { - return nil, fmt.Errorf("Dimensions not compatible (%v, %v)", ts.k1, ts.k2) + return math.NaN(), math.NaN(), fmt.Errorf("dimensions not compatible (%v, %v)", ts.k1, ts.k2) } - lStep := int(img.Rows() / ts.k1) - kStep := int(img.Cols() / ts.k2) - - for l := 0; l < img.Rows(); l = l + lStep { - for k := 0; k < img.Cols(); k = k + kStep { + lStep := img.Rows() / ts.k1 + kStep := img.Cols() / ts.k2 + for l := 0; l < img.Rows(); l += lStep { + for k := 0; k < img.Cols(); k += kStep { // Enhancement Measure Estimation (EME), provides a measure of the sharpness. - err := ts.EvaluateBlock(edge, l, k, l+lStep, k+kStep, result, "EME", ts.alpha) - if err != nil { - return nil, err - } + sharpValue := ts.evaluateBlockEME(edge, l, k, l+lStep, k+kStep) + sharpness += sharpValue // AMEE, provides a measure of the contrast. - err = ts.EvaluateBlock(img, l, k, l+lStep, k+kStep, result, "AMEE", ts.alpha) - if err != nil { - return nil, err - } + contValue := ts.evaluateBlockAMEE(img, l, k, l+lStep, k+kStep) + contrast += contValue } } - // EME. - result[0] = 2.0 / (float64(ts.k1) * float64(ts.k2)) * result[0] + // Scale EME based on block size. + sharpness = 2.0 / (float64(ts.k1 * ts.k2)) * sharpness - // AMEE. - result[1] = -1.0 / (float64(ts.k1) * float64(ts.k2)) * result[1] + // Scale and flip AMEE based on block size. + contrast = -1.0 / (float64(ts.k1 * ts.k2)) * contrast - return result, nil + return sharpness, contrast, nil } -// Evaluate a block within an image and add to to the result slice. -func (ts TurbiditySensor) EvaluateBlock(img gocv.Mat, xStart, yStart, xEnd, yEnd int, result []float64, operation string, alpha float64) error { - +func (ts TurbiditySensor) minMax(img gocv.Mat, xStart, yStart, xEnd, yEnd int) (float64, float64) { max := -math.MaxFloat64 min := math.MaxFloat64 for i := xStart; i < xEnd; i++ { for j := yStart; j < yEnd; j++ { - value := float64(img.GetUCharAt(i, j)) // Check max/min conditions, zero values are ignored. @@ -134,32 +147,47 @@ func (ts TurbiditySensor) EvaluateBlock(img gocv.Mat, xStart, yStart, xEnd, yEnd } } } + return max, min +} + +// Evaluate a block within an image and return the value to be added to the sharpness result. +func (ts TurbiditySensor) evaluateBlockEME(img gocv.Mat, xStart, yStart, xEnd, yEnd int) float64 { + max, min := ts.minMax(img, xStart, yStart, xEnd, yEnd) // Blocks which have no information are ignored. if max != -math.MaxFloat64 && min != math.MaxFloat64 && max != min { - if operation == "EME" { - result[0] += math.Log(max / min) - } else if operation == "AMEE" { - contrast := (max + min) / (max - min) - result[1] += math.Pow(alpha*(contrast), alpha) * math.Log(contrast) - } else { - return fmt.Errorf("Invalid operation: %v", operation) - } + return math.Log(max / min) } - return nil + return 0.0 } -// Search image for matching template. Returns the transformed image which best match the template. -func (ts TurbiditySensor) Transform(img gocv.Mat) (gocv.Mat, error) { +// Evaluate a block within an image and return the value to be added to the contrast result. +func (ts TurbiditySensor) evaluateBlockAMEE(img gocv.Mat, xStart, yStart, xEnd, yEnd int) float64 { + max, min := ts.minMax(img, xStart, yStart, xEnd, yEnd) + + // Blocks which have no information are ignored. + if max != -math.MaxFloat64 && min != math.MaxFloat64 && max != min { + contrast := (max + min) / (max - min) + return math.Pow(ts.alpha*(contrast), ts.alpha) * math.Log(contrast) + } + return 0.0 +} + +// transform will search img for matching template. Returns the transformed image which best match the template. +func (ts TurbiditySensor) transform(img gocv.Mat) (gocv.Mat, error) { out := gocv.NewMat() mask := gocv.NewMat() corners_img := gocv.NewMat() corners_template := gocv.NewMat() + // Check image is valid. + if img.Empty() { + return out, errors.New("image is empty, cannot transform") + } + // Find corners in image. - if !gocv.FindChessboardCorners(ts.standard, image.Pt(3, 3), &corners_img, gocv.CalibCBNormalizeImage) { + if !gocv.FindChessboardCorners(img, image.Pt(3, 3), &corners_img, gocv.CalibCBNormalizeImage) { // Apply default if transformation fails. - fmt.Println("Corner detection failed applying standard transformation") if !gocv.FindChessboardCorners(ts.standard, image.Pt(3, 3), &corners_img, gocv.CalibCBNormalizeImage) { return out, errors.New("Could not find corners in default image") } @@ -177,9 +205,8 @@ func (ts TurbiditySensor) Transform(img gocv.Mat) (gocv.Mat, error) { return out, nil } -// Apply sobel filter to an image with a given scale and return the result. -func (ts TurbiditySensor) Sobel(img gocv.Mat) gocv.Mat { - +// sobel will apply sobel filter to an image and return the result. +func (ts TurbiditySensor) sobel(img gocv.Mat) gocv.Mat { dx := gocv.NewMat() dy := gocv.NewMat() sobel := gocv.NewMat() diff --git a/turbidity/turbidity_test.go b/turbidity/turbidity_test.go new file mode 100644 index 00000000..9a180f1f --- /dev/null +++ b/turbidity/turbidity_test.go @@ -0,0 +1,88 @@ +/* +DESCRIPTION + Testing functions for the turbidity sensor using images from + previous experiment. + +AUTHORS + Russell Stanley + +LICENSE + Copyright (C) 2020 the Australian Ocean Lab (AusOcean) + + It is free software: you can redistribute it and/or modify them + under the terms of the GNU General Public License as published by the + Free Software Foundation, either version 3 of the License, or (at your + option) any later version. + + It is distributed in the hope that it will be useful, but WITHOUT + ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or + FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License + for more details. + + You should have received a copy of the GNU General Public License + in gpl.txt. If not, see http://www.gnu.org/licenses. +*/ + +package main + +import ( + "fmt" + "testing" + + "gocv.io/x/gocv" +) + +const ( + nImages = 13 // Number of images to test. (Max 13) + nSamples = 10 // Number of samples for each image. (Max 10) + increment = 2.5 +) + +func TestImages(t *testing.T) { + // Load template and standard image. + template := gocv.IMRead("images/template.jpg", gocv.IMReadGrayScale) + standard := gocv.IMRead("images/default.jpg", gocv.IMReadGrayScale) + + imgs := make([][]gocv.Mat, nImages) + + // Load test images. + for i := range imgs { + imgs[i] = make([]gocv.Mat, nSamples) + for j := range imgs[i] { + imgs[i][j] = gocv.IMRead(fmt.Sprintf("images/t-%v/000%v.jpg", i, j), gocv.IMReadGrayScale) + } + } + + // Create turbidity sensor. + ts, err := NewTurbiditySensor(template, standard, 8, 8, 3, 1.0, 1.0) + if err != nil { + t.Fatal(err) + } + + // Create results + results, err := NewResults(nImages) + if err != nil { + t.Fatal(err) + } + + // Score each image by calculating the average score from camera burst. + for i := range imgs { + // Evaluate camera burst. + sample_result, err := ts.Evaluate(imgs[i]) + if err != nil { + t.Fatalf("Evaluation Failed: %v", err) + } + + // Add the average result from camera burst. + results.Update(average(sample_result.Saturation), average(sample_result.Contrast), float64(i)*increment, i) + } + + // Plot the final results. + err = plotResults(results.Turbidity, normalize(results.Saturation), normalize(results.Contrast)) + if err != nil { + t.Fatalf("Plotting Failed: %v", err) + } + + t.Logf("Saturation: %v", results.Saturation) + t.Logf("Contrast: %v", results.Contrast) +} From 090162c472403cd5d3fdbd1f1d33c405878644c1 Mon Sep 17 00:00:00 2001 From: Russell Stanley Date: Thu, 6 Jan 2022 14:41:35 +1030 Subject: [PATCH 12/24] improved corner detection in transform function, fixed some comments --- turbidity/results.go | 6 ++--- turbidity/turbidity.go | 46 ++++++++++++++++++++----------------- turbidity/turbidity_test.go | 2 +- 3 files changed, 29 insertions(+), 25 deletions(-) diff --git a/turbidity/results.go b/turbidity/results.go index bd2cc145..df731dc9 100644 --- a/turbidity/results.go +++ b/turbidity/results.go @@ -29,14 +29,14 @@ package main import "fmt" -// Struct to hold the results of the turbidity sensor. +// Results holds the results of the turbidity sensor. type Results struct { Turbidity []float64 Saturation []float64 Contrast []float64 } -// Results constructor +// NewResults constructs the results object. func NewResults(n int) (*Results, error) { if n <= 0 { @@ -51,7 +51,7 @@ func NewResults(n int) (*Results, error) { return r, nil } -// Update results to add new values at specified index. +// Update adds new values to slice at specified index. func (r *Results) Update(newSat, newCont, newTurb float64, index int) { r.Saturation[index] = newSat r.Contrast[index] = newCont diff --git a/turbidity/turbidity.go b/turbidity/turbidity.go index 81efb195..562e9fff 100644 --- a/turbidity/turbidity.go +++ b/turbidity/turbidity.go @@ -40,24 +40,37 @@ import ( // TurbiditySensor is a software based turbidity sensor that uses CV to determine saturation and constrast level // of a chessboard-like target submerged in water that can be correlated to turbidity/visibility values. type TurbiditySensor struct { - template, standard gocv.Mat - k1, k2, sobelFilterSize int - scale, alpha float64 + template, templateCorners gocv.Mat + standard, standardCorners gocv.Mat + k1, k2, sobelFilterSize int + scale, alpha float64 } -// Turbidity sensor constructor. +// NewTurbiditySensor constructor for a turbidity sensor. func NewTurbiditySensor(template, standard gocv.Mat, k1, k2, sobelFilterSize int, scale, alpha float64) (*TurbiditySensor, error) { ts := new(TurbiditySensor) + templateCorners := gocv.NewMat() + standardCorners := gocv.NewMat() + // Validate template image is not empty and has valid corners. if template.Empty() { return nil, errors.New("template image is empty.") } + if !gocv.FindChessboardCorners(template, image.Pt(3, 3), &templateCorners, gocv.CalibCBNormalizeImage) { + return nil, errors.New("could not find corners in template image") + } ts.template = template + ts.templateCorners = templateCorners + // Validate standard image is not empty and has valid corners. if standard.Empty() { return nil, errors.New("standard image is empty.") } + if !gocv.FindChessboardCorners(standard, image.Pt(3, 3), &standardCorners, gocv.CalibCBNormalizeImage) { + return nil, errors.New("could not find corners in standard image") + } ts.standard = standard + ts.standardCorners = standardCorners ts.k1, ts.k2, ts.sobelFilterSize = k1, k2, sobelFilterSize ts.alpha, ts.scale = alpha, scale @@ -130,6 +143,7 @@ func (ts TurbiditySensor) EvaluateImage(img, edge gocv.Mat) (float64, float64, e return sharpness, contrast, nil } +// minMax returns the max and min pixel values of an image block. func (ts TurbiditySensor) minMax(img gocv.Mat, xStart, yStart, xEnd, yEnd int) (float64, float64) { max := -math.MaxFloat64 min := math.MaxFloat64 @@ -150,7 +164,7 @@ func (ts TurbiditySensor) minMax(img gocv.Mat, xStart, yStart, xEnd, yEnd int) ( return max, min } -// Evaluate a block within an image and return the value to be added to the sharpness result. +// evaluateBlockEME will evaluate an image block and return the value to be added to the sharpness result. func (ts TurbiditySensor) evaluateBlockEME(img gocv.Mat, xStart, yStart, xEnd, yEnd int) float64 { max, min := ts.minMax(img, xStart, yStart, xEnd, yEnd) @@ -161,7 +175,7 @@ func (ts TurbiditySensor) evaluateBlockEME(img gocv.Mat, xStart, yStart, xEnd, y return 0.0 } -// Evaluate a block within an image and return the value to be added to the contrast result. +// evaluateBlockAMEE will evaluate an image block and return the value to be added to the contrast result. func (ts TurbiditySensor) evaluateBlockAMEE(img gocv.Mat, xStart, yStart, xEnd, yEnd int) float64 { max, min := ts.minMax(img, xStart, yStart, xEnd, yEnd) @@ -177,29 +191,19 @@ func (ts TurbiditySensor) evaluateBlockAMEE(img gocv.Mat, xStart, yStart, xEnd, func (ts TurbiditySensor) transform(img gocv.Mat) (gocv.Mat, error) { out := gocv.NewMat() mask := gocv.NewMat() - corners_img := gocv.NewMat() - corners_template := gocv.NewMat() + imgCorners := gocv.NewMat() // Check image is valid. if img.Empty() { return out, errors.New("image is empty, cannot transform") } - - // Find corners in image. - if !gocv.FindChessboardCorners(img, image.Pt(3, 3), &corners_img, gocv.CalibCBNormalizeImage) { - // Apply default if transformation fails. - if !gocv.FindChessboardCorners(ts.standard, image.Pt(3, 3), &corners_img, gocv.CalibCBNormalizeImage) { - return out, errors.New("Could not find corners in default image") - } - } - - // Find corners in template. - if !gocv.FindChessboardCorners(ts.template, image.Pt(3, 3), &corners_template, gocv.CalibCBNormalizeImage) { - return out, errors.New("Could not find corners in template") + // Check image for corners, if non can be found corners will be set to default value. + if !gocv.FindChessboardCorners(img, image.Pt(3, 3), &imgCorners, gocv.CalibCBFastCheck) { + imgCorners = ts.standardCorners } // Find and apply transformation. - H := gocv.FindHomography(corners_img, &corners_template, gocv.HomograpyMethodRANSAC, 3.0, &mask, 2000, 0.995) + H := gocv.FindHomography(imgCorners, &ts.templateCorners, gocv.HomograpyMethodRANSAC, 3.0, &mask, 2000, 0.995) gocv.WarpPerspective(img, &out, H, image.Pt(ts.template.Rows(), ts.template.Cols())) return out, nil diff --git a/turbidity/turbidity_test.go b/turbidity/turbidity_test.go index 9a180f1f..40791908 100644 --- a/turbidity/turbidity_test.go +++ b/turbidity/turbidity_test.go @@ -59,7 +59,7 @@ func TestImages(t *testing.T) { t.Fatal(err) } - // Create results + // Create results. results, err := NewResults(nImages) if err != nil { t.Fatal(err) From 88f0716f7bc7d54b9b9663511b243c6257850570 Mon Sep 17 00:00:00 2001 From: Russell Stanley Date: Fri, 7 Jan 2022 11:40:20 +1030 Subject: [PATCH 13/24] resolve sharpness/saturation terminology issue, updated package names and code cleanup --- turbidity/plot.go | 10 +++----- turbidity/results.go | 19 +++++++------- turbidity/turbidity.go | 50 ++++++++++++++++--------------------- turbidity/turbidity_test.go | 32 ++++++++++++++---------- 4 files changed, 54 insertions(+), 57 deletions(-) diff --git a/turbidity/plot.go b/turbidity/plot.go index 62f66aa2..1c950ec1 100644 --- a/turbidity/plot.go +++ b/turbidity/plot.go @@ -6,7 +6,7 @@ AUTHORS Russell Stanley LICENSE - Copyright (C) 2020 the Australian Ocean Lab (AusOcean) + Copyright (C) 2021-2022 the Australian Ocean Lab (AusOcean) It is free software: you can redistribute it and/or modify them under the terms of the GNU General Public License as published by the @@ -22,7 +22,7 @@ LICENSE in gpl.txt. If not, see http://www.gnu.org/licenses. */ -package main +package turbidity import ( "fmt" @@ -63,15 +63,13 @@ func normalize(slice []float64) []float64 { // Return the average of a slice. func average(slice []float64) float64 { var out float64 - - // Sum all elements in the slice. for i := range slice { out += slice[i] } return out / float64(len(slice)) } -func plotResults(x, saturation, contrast []float64) error { +func plotResults(x, sharpness, contrast []float64) error { err := plotToFile( "Results", "Almond Milk (ml)", @@ -79,7 +77,7 @@ func plotResults(x, saturation, contrast []float64) error { func(p *plot.Plot) error { return plotutil.AddLinePoints(p, "Contrast", plotterXY(x, contrast), - "Saturation", plotterXY(x, saturation), + "Sharpness", plotterXY(x, sharpness), ) }, ) diff --git a/turbidity/results.go b/turbidity/results.go index df731dc9..0cd7b928 100644 --- a/turbidity/results.go +++ b/turbidity/results.go @@ -9,7 +9,7 @@ AUTHORS Russell Stanley LICENSE - Copyright (C) 2020 the Australian Ocean Lab (AusOcean) + Copyright (C) 2021-2022 the Australian Ocean Lab (AusOcean) It is free software: you can redistribute it and/or modify them under the terms of the GNU General Public License as published by the @@ -25,27 +25,26 @@ LICENSE in gpl.txt. If not, see http://www.gnu.org/licenses. */ -package main +package turbidity import "fmt" // Results holds the results of the turbidity sensor. type Results struct { - Turbidity []float64 - Saturation []float64 - Contrast []float64 + Turbidity []float64 + Sharpness []float64 + Contrast []float64 } -// NewResults constructs the results object. +// NewResults returns a new Results func NewResults(n int) (*Results, error) { - if n <= 0 { - return nil, fmt.Errorf("invalid result size: %v.", n) + return nil, fmt.Errorf("invalid result size: %v", n) } r := new(Results) r.Turbidity = make([]float64, n) - r.Saturation = make([]float64, n) + r.Sharpness = make([]float64, n) r.Contrast = make([]float64, n) return r, nil @@ -53,7 +52,7 @@ func NewResults(n int) (*Results, error) { // Update adds new values to slice at specified index. func (r *Results) Update(newSat, newCont, newTurb float64, index int) { - r.Saturation[index] = newSat + r.Sharpness[index] = newSat r.Contrast[index] = newCont r.Turbidity[index] = newTurb } diff --git a/turbidity/turbidity.go b/turbidity/turbidity.go index 562e9fff..a8e3a9a7 100644 --- a/turbidity/turbidity.go +++ b/turbidity/turbidity.go @@ -3,14 +3,16 @@ /* DESCRIPTION - Holds the turbidity sensor struct. Can evaluate 4x4 chessboard markers - in an image to measure the sharpness and contrast. + Holds the turbidity sensor struct. Can evaluate 4x4 chessboard markers in an + image to measure the sharpness and contrast. This implementation is based off + a master thesis from Aalborg University, Turbidity measurement based on computer vision. + The full paper is avaible at https://projekter.aau.dk/projekter/files/306657262/master.pdf AUTHORS Russell Stanley LICENSE - Copyright (C) 2020 the Australian Ocean Lab (AusOcean) + Copyright (C) 2021-2022 the Australian Ocean Lab (AusOcean) It is free software: you can redistribute it and/or modify them under the terms of the GNU General Public License as published by the @@ -26,7 +28,7 @@ LICENSE in gpl.txt. If not, see http://www.gnu.org/licenses. */ -package main +package turbidity import ( "errors" @@ -37,7 +39,7 @@ import ( "gocv.io/x/gocv" ) -// TurbiditySensor is a software based turbidity sensor that uses CV to determine saturation and constrast level +// TurbiditySensor is a software based turbidity sensor that uses CV to determine sharpness and constrast level // of a chessboard-like target submerged in water that can be correlated to turbidity/visibility values. type TurbiditySensor struct { template, templateCorners gocv.Mat @@ -46,7 +48,7 @@ type TurbiditySensor struct { scale, alpha float64 } -// NewTurbiditySensor constructor for a turbidity sensor. +// NewTurbiditySensor returns a new TurbiditySensor. func NewTurbiditySensor(template, standard gocv.Mat, k1, k2, sobelFilterSize int, scale, alpha float64) (*TurbiditySensor, error) { ts := new(TurbiditySensor) templateCorners := gocv.NewMat() @@ -54,7 +56,7 @@ func NewTurbiditySensor(template, standard gocv.Mat, k1, k2, sobelFilterSize int // Validate template image is not empty and has valid corners. if template.Empty() { - return nil, errors.New("template image is empty.") + return nil, errors.New("template image is empty") } if !gocv.FindChessboardCorners(template, image.Pt(3, 3), &templateCorners, gocv.CalibCBNormalizeImage) { return nil, errors.New("could not find corners in template image") @@ -64,7 +66,7 @@ func NewTurbiditySensor(template, standard gocv.Mat, k1, k2, sobelFilterSize int // Validate standard image is not empty and has valid corners. if standard.Empty() { - return nil, errors.New("standard image is empty.") + return nil, errors.New("standard image is empty") } if !gocv.FindChessboardCorners(standard, image.Pt(3, 3), &standardCorners, gocv.CalibCBNormalizeImage) { return nil, errors.New("could not find corners in standard image") @@ -74,7 +76,6 @@ func NewTurbiditySensor(template, standard gocv.Mat, k1, k2, sobelFilterSize int ts.k1, ts.k2, ts.sobelFilterSize = k1, k2, sobelFilterSize ts.alpha, ts.scale = alpha, scale - return ts, nil } @@ -82,31 +83,23 @@ func NewTurbiditySensor(template, standard gocv.Mat, k1, k2, sobelFilterSize int func (ts TurbiditySensor) Evaluate(imgs []gocv.Mat) (*Results, error) { result, err := NewResults(len(imgs)) if err != nil { - return result, err + return nil, fmt.Errorf("could not create results: %w", err) } for i := range imgs { - // Transform image. marker, err := ts.transform(imgs[i]) if err != nil { - return result, fmt.Errorf("image %v: %w", i, err) + return nil, fmt.Errorf("could not transform image: %d: %w", i, err) } - - // Apply sobel filter. edge := ts.sobel(marker) - gocv.IMWrite("marker.jpg", marker) - gocv.IMWrite("edge.jpg", edge) - // Evaluate image. sharpScore, contScore, err := ts.EvaluateImage(marker, edge) if err != nil { return result, err } - result.Update(sharpScore, contScore, float64(i), i) } - return result, nil } @@ -118,19 +111,16 @@ func (ts TurbiditySensor) EvaluateImage(img, edge gocv.Mat) (float64, float64, e if img.Rows()%ts.k1 != 0 || img.Cols()%ts.k2 != 0 { return math.NaN(), math.NaN(), fmt.Errorf("dimensions not compatible (%v, %v)", ts.k1, ts.k2) } - lStep := img.Rows() / ts.k1 kStep := img.Cols() / ts.k2 for l := 0; l < img.Rows(); l += lStep { for k := 0; k < img.Cols(); k += kStep { // Enhancement Measure Estimation (EME), provides a measure of the sharpness. - sharpValue := ts.evaluateBlockEME(edge, l, k, l+lStep, k+kStep) - sharpness += sharpValue + sharpness += ts.evaluateBlockEME(edge, l, k, l+lStep, k+kStep) // AMEE, provides a measure of the contrast. - contValue := ts.evaluateBlockAMEE(img, l, k, l+lStep, k+kStep) - contrast += contValue + contrast += ts.evaluateBlockAMEE(img, l, k, l+lStep, k+kStep) } } @@ -168,7 +158,7 @@ func (ts TurbiditySensor) minMax(img gocv.Mat, xStart, yStart, xEnd, yEnd int) ( func (ts TurbiditySensor) evaluateBlockEME(img gocv.Mat, xStart, yStart, xEnd, yEnd int) float64 { max, min := ts.minMax(img, xStart, yStart, xEnd, yEnd) - // Blocks which have no information are ignored. + // Blocks where all pixel values are equal are ignored to avoid division by 0. if max != -math.MaxFloat64 && min != math.MaxFloat64 && max != min { return math.Log(max / min) } @@ -179,7 +169,7 @@ func (ts TurbiditySensor) evaluateBlockEME(img gocv.Mat, xStart, yStart, xEnd, y func (ts TurbiditySensor) evaluateBlockAMEE(img gocv.Mat, xStart, yStart, xEnd, yEnd int) float64 { max, min := ts.minMax(img, xStart, yStart, xEnd, yEnd) - // Blocks which have no information are ignored. + // Blocks where all pixel values are equal are ignored to avoid division by 0. if max != -math.MaxFloat64 && min != math.MaxFloat64 && max != min { contrast := (max + min) / (max - min) return math.Pow(ts.alpha*(contrast), ts.alpha) * math.Log(contrast) @@ -192,8 +182,12 @@ func (ts TurbiditySensor) transform(img gocv.Mat) (gocv.Mat, error) { out := gocv.NewMat() mask := gocv.NewMat() imgCorners := gocv.NewMat() + const ( + ransacThreshold = 3.0 // Maximum allowed reprojection error to treat a point pair as an inlier. + maxIter = 2000 // The maximum number of RANSAC iterations. + confidence = 0.995 // Confidence level, between 0 and 1. + ) - // Check image is valid. if img.Empty() { return out, errors.New("image is empty, cannot transform") } @@ -203,7 +197,7 @@ func (ts TurbiditySensor) transform(img gocv.Mat) (gocv.Mat, error) { } // Find and apply transformation. - H := gocv.FindHomography(imgCorners, &ts.templateCorners, gocv.HomograpyMethodRANSAC, 3.0, &mask, 2000, 0.995) + H := gocv.FindHomography(imgCorners, &ts.templateCorners, gocv.HomograpyMethodRANSAC, ransacThreshold, &mask, maxIter, confidence) gocv.WarpPerspective(img, &out, H, image.Pt(ts.template.Rows(), ts.template.Cols())) return out, nil diff --git a/turbidity/turbidity_test.go b/turbidity/turbidity_test.go index 40791908..82f38643 100644 --- a/turbidity/turbidity_test.go +++ b/turbidity/turbidity_test.go @@ -7,7 +7,7 @@ AUTHORS Russell Stanley LICENSE - Copyright (C) 2020 the Australian Ocean Lab (AusOcean) + Copyright (C) 2021-2022 the Australian Ocean Lab (AusOcean) It is free software: you can redistribute it and/or modify them under the terms of the GNU General Public License as published by the @@ -23,7 +23,7 @@ LICENSE in gpl.txt. If not, see http://www.gnu.org/licenses. */ -package main +package turbidity import ( "fmt" @@ -33,12 +33,18 @@ import ( ) const ( - nImages = 13 // Number of images to test. (Max 13) - nSamples = 10 // Number of samples for each image. (Max 10) - increment = 2.5 + nImages = 13 // Number of images to test. (Max 13) + nSamples = 10 // Number of samples for each image. (Max 10) + increment = 2.5 // Increment of the turbidity level ) func TestImages(t *testing.T) { + const ( + k1, k2 = 8, 8 + filterSize = 3 + scale, alpha = 1.0, 1.0 + ) + // Load template and standard image. template := gocv.IMRead("images/template.jpg", gocv.IMReadGrayScale) standard := gocv.IMRead("images/default.jpg", gocv.IMReadGrayScale) @@ -54,15 +60,15 @@ func TestImages(t *testing.T) { } // Create turbidity sensor. - ts, err := NewTurbiditySensor(template, standard, 8, 8, 3, 1.0, 1.0) + ts, err := NewTurbiditySensor(template, standard, k1, k2, filterSize, scale, alpha) if err != nil { - t.Fatal(err) + t.Fatal("could not create turbidity sensor: %w", err) } // Create results. results, err := NewResults(nImages) if err != nil { - t.Fatal(err) + t.Fatal("could not create results: %w", err) } // Score each image by calculating the average score from camera burst. @@ -70,19 +76,19 @@ func TestImages(t *testing.T) { // Evaluate camera burst. sample_result, err := ts.Evaluate(imgs[i]) if err != nil { - t.Fatalf("Evaluation Failed: %v", err) + t.Fatalf("evaluation Failed: %w", err) } // Add the average result from camera burst. - results.Update(average(sample_result.Saturation), average(sample_result.Contrast), float64(i)*increment, i) + results.Update(average(sample_result.Sharpness), average(sample_result.Contrast), float64(i)*increment, i) } // Plot the final results. - err = plotResults(results.Turbidity, normalize(results.Saturation), normalize(results.Contrast)) + err = plotResults(results.Turbidity, normalize(results.Sharpness), normalize(results.Contrast)) if err != nil { - t.Fatalf("Plotting Failed: %v", err) + t.Fatalf("plotting Failed: %w", err) } - t.Logf("Saturation: %v", results.Saturation) + t.Logf("Sharpness: %v", results.Sharpness) t.Logf("Contrast: %v", results.Contrast) } From 07c8d4774af55fa25f7481858a7ba6265a10fa54 Mon Sep 17 00:00:00 2001 From: Russell Stanley Date: Mon, 10 Jan 2022 10:08:54 +1030 Subject: [PATCH 14/24] add standard deviation function --- turbidity/plot.go | 11 +++++++++++ turbidity/turbidity.go | 2 +- turbidity/turbidity_test.go | 4 ++-- 3 files changed, 14 insertions(+), 3 deletions(-) diff --git a/turbidity/plot.go b/turbidity/plot.go index 1c950ec1..f0e49c13 100644 --- a/turbidity/plot.go +++ b/turbidity/plot.go @@ -34,6 +34,17 @@ import ( "gonum.org/v1/plot/vg" ) +// standarDeviation will return the standard deviation of a float slice +func standarDeviation(slice []float64) float64 { + mean := average(slice) + variance := 0.0 + + for _, i := range slice { + variance += math.Pow(i-mean, 2.0) + } + return math.Sqrt(variance / float64(len(slice))) +} + // Normalize values in a slice between 0 and 1. func normalize(slice []float64) []float64 { max := -math.MaxFloat64 diff --git a/turbidity/turbidity.go b/turbidity/turbidity.go index a8e3a9a7..11741c18 100644 --- a/turbidity/turbidity.go +++ b/turbidity/turbidity.go @@ -142,7 +142,7 @@ func (ts TurbiditySensor) minMax(img gocv.Mat, xStart, yStart, xEnd, yEnd int) ( for j := yStart; j < yEnd; j++ { value := float64(img.GetUCharAt(i, j)) - // Check max/min conditions, zero values are ignored. + // Check max/min conditions, zero values are ignoredt to avoid divison by 0. if value > max && value != 0.0 { max = value } diff --git a/turbidity/turbidity_test.go b/turbidity/turbidity_test.go index 82f38643..830c4866 100644 --- a/turbidity/turbidity_test.go +++ b/turbidity/turbidity_test.go @@ -76,7 +76,7 @@ func TestImages(t *testing.T) { // Evaluate camera burst. sample_result, err := ts.Evaluate(imgs[i]) if err != nil { - t.Fatalf("evaluation Failed: %w", err) + t.Fatalf("evaluation Failed: %v", err) } // Add the average result from camera burst. @@ -86,7 +86,7 @@ func TestImages(t *testing.T) { // Plot the final results. err = plotResults(results.Turbidity, normalize(results.Sharpness), normalize(results.Contrast)) if err != nil { - t.Fatalf("plotting Failed: %w", err) + t.Fatalf("plotting Failed: %v", err) } t.Logf("Sharpness: %v", results.Sharpness) From fea59f4a075ddfb471778004d2b89d5b90173a68 Mon Sep 17 00:00:00 2001 From: Russell Stanley Date: Mon, 10 Jan 2022 15:11:21 +1030 Subject: [PATCH 15/24] added gonum stat library, moved plotResults to test file --- go.mod | 1 + go.sum | 3 -- turbidity/plot.go | 65 ++++++++----------------------------- turbidity/results.go | 2 +- turbidity/turbidity_test.go | 29 +++++++++++++---- 5 files changed, 38 insertions(+), 62 deletions(-) diff --git a/go.mod b/go.mod index c7ff71ba..16f5c3c3 100644 --- a/go.mod +++ b/go.mod @@ -14,6 +14,7 @@ require ( github.com/pkg/errors v0.9.1 github.com/yobert/alsa v0.0.0-20180630182551-d38d89fa843e gocv.io/x/gocv v0.29.0 + gonum.org/v1/gonum v0.9.3 gonum.org/v1/plot v0.10.0 gopkg.in/natefinch/lumberjack.v2 v2.0.0 ) diff --git a/go.sum b/go.sum index 7e3b4731..7c028dfa 100644 --- a/go.sum +++ b/go.sum @@ -58,10 +58,8 @@ github.com/jung-kurt/gofpdf v1.0.0/go.mod h1:7Id9E/uU8ce6rXgefFLlgrJj/GYY22cpxn+ github.com/jung-kurt/gofpdf v1.0.3-0.20190309125859-24315acbbda5/go.mod h1:7Id9E/uU8ce6rXgefFLlgrJj/GYY22cpxn+r32jIOes= github.com/kidoman/embd v0.0.0-20170508013040-d3d8c0c5c68d h1:dPUSr0RGzXAdsUTMtiyQ/2RBLIIwkv6jGnhxrufitvQ= github.com/kidoman/embd v0.0.0-20170508013040-d3d8c0c5c68d/go.mod h1:ACKj9jnzOzj1lw2ETilpFGK7L9dtJhAzT7T1OhAGtRQ= -github.com/kr/pretty v0.1.0 h1:L/CwN0zerZDmRFUapSPitk6f+Q3+0za1rQkzVuMiMFI= github.com/kr/pretty v0.1.0/go.mod h1:dAy3ld7l9f0ibDNOQOHHMYYIIbhfbHSm3C4ZsoJORNo= github.com/kr/pty v1.1.1/go.mod h1:pFQYn66WHrOpPYNljwOMqo10TkYh1fy3cYio2l3bCsQ= -github.com/kr/text v0.1.0 h1:45sCR5RtlFHMR4UwH9sdQ5TC8v0qDQCHnXt+kaKSTVE= github.com/kr/text v0.1.0/go.mod h1:4Jbv+DJW3UT/LiOwJeYQe1efqtUx/iVham/4vfdArNI= github.com/mattetti/audio v0.0.0-20180912171649-01576cde1f21 h1:Hc1iKlyxNHp3CV59G2E/qabUkHvEwOIJxDK0CJ7CRjA= github.com/mattetti/audio v0.0.0-20180912171649-01576cde1f21/go.mod h1:LlQmBGkOuV/SKzEDXBPKauvN2UqCgzXO2XjecTGj40s= @@ -149,7 +147,6 @@ gonum.org/v1/plot v0.9.0/go.mod h1:3Pcqqmp6RHvJI72kgb8fThyUnav364FOsdDo2aGW5lY= gonum.org/v1/plot v0.10.0 h1:ymLukg4XJlQnYUJCp+coQq5M7BsUJFk6XQE4HPflwdw= gonum.org/v1/plot v0.10.0/go.mod h1:JWIHJ7U20drSQb/aDpTetJzfC1KlAPldJLpkSy88dvQ= gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0= -gopkg.in/check.v1 v1.0.0-20180628173108-788fd7840127 h1:qIbj1fsPNlZgppZ+VLlY7N33q108Sa+fhmuc+sWQYwY= gopkg.in/check.v1 v1.0.0-20180628173108-788fd7840127/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0= gopkg.in/natefinch/lumberjack.v2 v2.0.0 h1:1Lc07Kr7qY4U2YPouBjpCLxpiyxIVoxqXgkXLknAOE8= gopkg.in/natefinch/lumberjack.v2 v2.0.0/go.mod h1:l0ndWWf7gzL7RNwBG7wST/UCcT4T24xpD6X8LsfU/+k= diff --git a/turbidity/plot.go b/turbidity/plot.go index f0e49c13..4b336d92 100644 --- a/turbidity/plot.go +++ b/turbidity/plot.go @@ -30,74 +30,35 @@ import ( "gonum.org/v1/plot" "gonum.org/v1/plot/plotter" - "gonum.org/v1/plot/plotutil" "gonum.org/v1/plot/vg" ) -// standarDeviation will return the standard deviation of a float slice -func standarDeviation(slice []float64) float64 { - mean := average(slice) - variance := 0.0 - - for _, i := range slice { - variance += math.Pow(i-mean, 2.0) - } - return math.Sqrt(variance / float64(len(slice))) -} - -// Normalize values in a slice between 0 and 1. -func normalize(slice []float64) []float64 { +// normalise normalises the values in the given slice to the range [0,1] inclusive. +func normalize(s []float64) []float64 { max := -math.MaxFloat64 min := math.MaxFloat64 - out := make([]float64, len(slice)) + out := make([]float64, len(s)) - if len(slice) <= 1 { - return slice + if len(s) <= 1 { + return s } - // Find the max and min values of the slice. - for i := range slice { - if slice[i] > max { - max = slice[i] + // Find the max and min values of the s. + for i := range s { + if s[i] > max { + max = s[i] } - if slice[i] < min { - min = slice[i] + if s[i] < min { + min = s[i] } } - for i := range slice { - out[i] = (slice[i] - min) / (max - min) + for i := range s { + out[i] = (s[i] - min) / (max - min) } return out } -// Return the average of a slice. -func average(slice []float64) float64 { - var out float64 - for i := range slice { - out += slice[i] - } - return out / float64(len(slice)) -} - -func plotResults(x, sharpness, contrast []float64) error { - err := plotToFile( - "Results", - "Almond Milk (ml)", - "Score", - func(p *plot.Plot) error { - return plotutil.AddLinePoints(p, - "Contrast", plotterXY(x, contrast), - "Sharpness", plotterXY(x, sharpness), - ) - }, - ) - if err != nil { - return fmt.Errorf("Could not plot results: %w", err) - } - return nil -} - // plotToFile creates a plot with a specified name and x&y titles using the // provided draw function, and then saves to a PNG file with filename of name. func plotToFile(name, xTitle, yTitle string, draw func(*plot.Plot) error) error { diff --git a/turbidity/results.go b/turbidity/results.go index 0cd7b928..f988eabb 100644 --- a/turbidity/results.go +++ b/turbidity/results.go @@ -36,7 +36,7 @@ type Results struct { Contrast []float64 } -// NewResults returns a new Results +// NewResults returns a new Results. func NewResults(n int) (*Results, error) { if n <= 0 { return nil, fmt.Errorf("invalid result size: %v", n) diff --git a/turbidity/turbidity_test.go b/turbidity/turbidity_test.go index 830c4866..1bb51777 100644 --- a/turbidity/turbidity_test.go +++ b/turbidity/turbidity_test.go @@ -30,12 +30,15 @@ import ( "testing" "gocv.io/x/gocv" + "gonum.org/v1/gonum/stat" + "gonum.org/v1/plot" + "gonum.org/v1/plot/plotutil" ) const ( nImages = 13 // Number of images to test. (Max 13) nSamples = 10 // Number of samples for each image. (Max 10) - increment = 2.5 // Increment of the turbidity level + increment = 2.5 // Increment of the turbidity level. ) func TestImages(t *testing.T) { @@ -45,7 +48,6 @@ func TestImages(t *testing.T) { scale, alpha = 1.0, 1.0 ) - // Load template and standard image. template := gocv.IMRead("images/template.jpg", gocv.IMReadGrayScale) standard := gocv.IMRead("images/default.jpg", gocv.IMReadGrayScale) @@ -59,13 +61,11 @@ func TestImages(t *testing.T) { } } - // Create turbidity sensor. ts, err := NewTurbiditySensor(template, standard, k1, k2, filterSize, scale, alpha) if err != nil { t.Fatal("could not create turbidity sensor: %w", err) } - // Create results. results, err := NewResults(nImages) if err != nil { t.Fatal("could not create results: %w", err) @@ -80,10 +80,9 @@ func TestImages(t *testing.T) { } // Add the average result from camera burst. - results.Update(average(sample_result.Sharpness), average(sample_result.Contrast), float64(i)*increment, i) + results.Update(stat.Mean(sample_result.Sharpness, nil), stat.Mean(sample_result.Contrast, nil), float64(i)*increment, i) } - // Plot the final results. err = plotResults(results.Turbidity, normalize(results.Sharpness), normalize(results.Contrast)) if err != nil { t.Fatalf("plotting Failed: %v", err) @@ -92,3 +91,21 @@ func TestImages(t *testing.T) { t.Logf("Sharpness: %v", results.Sharpness) t.Logf("Contrast: %v", results.Contrast) } + +func plotResults(x, sharpness, contrast []float64) error { + err := plotToFile( + "Results", + "Almond Milk (ml)", + "Score", + func(p *plot.Plot) error { + return plotutil.AddLinePoints(p, + "Contrast", plotterXY(x, contrast), + "Sharpness", plotterXY(x, sharpness), + ) + }, + ) + if err != nil { + return fmt.Errorf("Could not plot results: %w", err) + } + return nil +} From ee9ee082201edb4b39e2cc730b47ee899df4ca7c Mon Sep 17 00:00:00 2001 From: Russell Stanley Date: Wed, 12 Jan 2022 12:25:58 +1030 Subject: [PATCH 16/24] added additional comments --- turbidity/turbidity.go | 4 ++-- turbidity/turbidity_test.go | 14 ++++++++++---- 2 files changed, 12 insertions(+), 6 deletions(-) diff --git a/turbidity/turbidity.go b/turbidity/turbidity.go index 11741c18..70cd78b8 100644 --- a/turbidity/turbidity.go +++ b/turbidity/turbidity.go @@ -1,5 +1,5 @@ -//go:build !ignore -// +build !ignore +//go:build !nocv +// +build !nocv /* DESCRIPTION diff --git a/turbidity/turbidity_test.go b/turbidity/turbidity_test.go index 1bb51777..79c4252a 100644 --- a/turbidity/turbidity_test.go +++ b/turbidity/turbidity_test.go @@ -1,3 +1,6 @@ +//go:build !nocv +// +build !nocv + /* DESCRIPTION Testing functions for the turbidity sensor using images from @@ -36,11 +39,13 @@ import ( ) const ( - nImages = 13 // Number of images to test. (Max 13) - nSamples = 10 // Number of samples for each image. (Max 10) + nImages = 10 // Number of images to test. (Max 13) + nSamples = 1 // Number of samples for each image. (Max 10) increment = 2.5 // Increment of the turbidity level. ) +// TestImages will read a library of test images and calculate the sharpness and contrast scores. +// A plot of the results will be generated and stored in the plots directory. func TestImages(t *testing.T) { const ( k1, k2 = 8, 8 @@ -63,12 +68,12 @@ func TestImages(t *testing.T) { ts, err := NewTurbiditySensor(template, standard, k1, k2, filterSize, scale, alpha) if err != nil { - t.Fatal("could not create turbidity sensor: %w", err) + t.Fatalf("could not create turbidity sensor: %v", err) } results, err := NewResults(nImages) if err != nil { - t.Fatal("could not create results: %w", err) + t.Fatalf("could not create results: %v", err) } // Score each image by calculating the average score from camera burst. @@ -92,6 +97,7 @@ func TestImages(t *testing.T) { t.Logf("Contrast: %v", results.Contrast) } +// plotResults plots sharpness and contrast scores against the level of almond milk in the container func plotResults(x, sharpness, contrast []float64) error { err := plotToFile( "Results", From d2929f741552616c56665eb9d9ed3700485367c3 Mon Sep 17 00:00:00 2001 From: Russell Stanley Date: Thu, 13 Jan 2022 11:38:30 +1030 Subject: [PATCH 17/24] turbidity package integration and improved logging --- cmd/rv/main.go | 112 +++++++++++++++++++++++++++---------------- cmd/rv/probe_test.go | 45 +++++++++++++++-- 2 files changed, 114 insertions(+), 43 deletions(-) diff --git a/cmd/rv/main.go b/cmd/rv/main.go index f332a1eb..ce75a7e7 100644 --- a/cmd/rv/main.go +++ b/cmd/rv/main.go @@ -56,20 +56,20 @@ package main import ( "io" - "io/ioutil" - "log" "os" "runtime/pprof" "strconv" "time" "gocv.io/x/gocv" + "gonum.org/v1/gonum/stat" "gopkg.in/natefinch/lumberjack.v2" "bitbucket.org/ausocean/av/container/mts" "bitbucket.org/ausocean/av/container/mts/meta" "bitbucket.org/ausocean/av/revid" "bitbucket.org/ausocean/av/revid/config" + "bitbucket.org/ausocean/av/turbidity" "bitbucket.org/ausocean/iot/pi/netlogger" "bitbucket.org/ausocean/iot/pi/netsender" "bitbucket.org/ausocean/iot/pi/sds" @@ -107,8 +107,7 @@ const ( profilePath = "rv.prof" pkg = "rv: " runPreDelay = 20 * time.Second - turbidityDelay = time.Second // Time delay for evaluating turbidity. - maxImages = 10 // Max number of images read when evaluating turbidity. + maxImages = 10 // Max number of images read when evaluating turbidity. ) // Software define pin values. @@ -119,53 +118,85 @@ const ( contrastPin = "X39" ) +// Turbidity sensor constants. +const ( + k1, k2 = 8, 8 // Block size, must be divisible by the size template with no remainder. + filterSize = 3 // Sobel filter size. + scale = 1.0 // Amount of scale applied to sobel filter values. + alpha = 1.0 // Paramater for contrast equation. +) + // This is set to true if the 'profile' build tag is provided on build. var canProfile = false type turbidityProbe struct { sharpness, contrast float64 + delay time.Duration + ticker time.Ticker + ts *turbidity.TurbiditySensor + log logger.Logger } -// TODO(Russell): complete this implementation of Write. +// NewTurbidityProbe returns a new turbidity probe. +func NewTurbidityProbe(log logger.Logger, delay time.Duration) (*turbidityProbe, error) { + tp := new(turbidityProbe) + tp.log = log + tp.delay = delay + tp.ticker = *time.NewTicker(delay) + + // Create the turbidity sensor. + standard := gocv.IMRead("../../turbidity/images/template.jpg", gocv.IMReadGrayScale) + template := gocv.IMRead("../../turbidity/images/template.jpg", gocv.IMReadGrayScale) + ts, err := turbidity.NewTurbiditySensor(template, standard, k1, k2, filterSize, scale, alpha) + if err != nil { + log.Error("failed create turbidity sensor", "error", err.Error()) + } + tp.ts = ts + return tp, nil +} + +// Write, reads input h264 frames in the form of a byte stream and writes the the sharpness and contrast +// scores of a video to the the turbidity probe. func (tp *turbidityProbe) Write(p []byte) (int, error) { - ticker := time.NewTicker(turbidityDelay) + select { + case <-tp.ticker.C: + var imgs []gocv.Mat + img := gocv.NewMat() - go func() { - for { - select { - case <-ticker.C: - var imgs []gocv.Mat - img := gocv.NewMat() - - // Write byte array to a temp file. - file, err := ioutil.TempFile("temp", "video*.h264") - if err != nil { - log.Fatalf("failed to create temp file: %v", err) - } - defer os.Remove(file.Name()) - _, err = file.Write(p) - if err != nil { - log.Fatalf("failed to write to %v: %v", file.Name(), err) - } - - // Read the file and store each frame. - vc, err := gocv.VideoCaptureFile(file.Name()) - if err != nil { - log.Fatalf("failed to read read file, %v: %v", file.Name(), err) - } - for vc.Read(&img) && len(imgs) < maxImages { - imgs = append(imgs, img.Clone()) - } - - // Process video data to get saturation and contrast scores. - TODO - tp.contrast = float64(len(imgs)) - tp.sharpness = float64(len(imgs)) - return - } + // Write byte array to a temp file. + file, err := os.CreateTemp("temp", "video*.h264") + if err != nil { + tp.log.Error("failed to create temp file", "error", err.Error()) + return len(p), err + } + defer os.Remove(file.Name()) + _, err = file.Write(p) + if err != nil { + tp.log.Error("failed to write to temporary file", "error", err.Error()) + return len(p), err } - }() - time.Sleep(5 * time.Second) + // Read the file and store each frame. + vc, err := gocv.VideoCaptureFile(file.Name()) + if err != nil { + tp.log.Error("failed to open video file", "error", err.Error()) + return len(p), err + } + for vc.Read(&img) && len(imgs) < maxImages { + imgs = append(imgs, img.Clone()) + } + + // Process video data to get saturation and contrast scores. + res, err := tp.ts.Evaluate(imgs) + if err != nil { + tp.log.Error("evaluate failed", "errror", err.Error()) + return len(p), err + } + tp.contrast = stat.Mean(res.Contrast, nil) + tp.sharpness = stat.Mean(res.Sharpness, nil) + default: + return len(p), nil + } return len(p), nil } @@ -202,6 +233,7 @@ func main() { rv *revid.Revid p *turbidityProbe ) + p, err := NewTurbidityProbe(*log, 60*time.Second) log.Log(logger.Debug, "initialising netsender client") ns, err := netsender.New(log, nil, readPin(p, rv), nil, createVarMap()) diff --git a/cmd/rv/probe_test.go b/cmd/rv/probe_test.go index 8b53aff8..4f40c702 100644 --- a/cmd/rv/probe_test.go +++ b/cmd/rv/probe_test.go @@ -1,14 +1,54 @@ +/* +DESCRIPTION + Testing function for turbidity probe. + +AUTHORS + Russell Stanley + +LICENSE + Copyright (C) 2021-2022 the Australian Ocean Lab (AusOcean) + + It is free software: you can redistribute it and/or modify them + under the terms of the GNU General Public License as published by the + Free Software Foundation, either version 3 of the License, or (at your + option) any later version. + + It is distributed in the hope that it will be useful, but WITHOUT + ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or + FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License + for more details. + + You should have received a copy of the GNU General Public License + in gpl.txt. If not, see http://www.gnu.org/licenses. +*/ + package main import ( + "io" "io/ioutil" "testing" + "time" + + "bitbucket.org/ausocean/utils/logger" + "gopkg.in/natefinch/lumberjack.v2" ) -// TestProbe reads a given video file and writes the sharpness and contrast scores to a turbidity probe +// TestProbe reads a given video file and writes the sharpness and contrast scores to a turbidity probe. func TestProbe(t *testing.T) { - ts := new(turbidityProbe) + // Create lumberjack logger. + fileLog := &lumberjack.Logger{ + Filename: logPath, + MaxSize: logMaxSize, + MaxBackups: logMaxBackup, + MaxAge: logMaxAge, + } + log := logger.New(logVerbosity, io.MultiWriter(fileLog), logSuppress) + ts, err := NewTurbidityProbe(*log, time.Microsecond) + if err != nil { + t.Fatalf("failed to create turbidity probe") + } video, err := ioutil.ReadFile("logo.h264") if err != nil { t.Fatalf("failed to read file: %v", err) @@ -18,6 +58,5 @@ func TestProbe(t *testing.T) { if err != nil { t.Fatalf("failed to write sharpness and contrast: %v", err) } - t.Logf("contrast: %v, sharpness: %v\n", ts.contrast, ts.sharpness) } From 6efe0ea8da8ee74d86bab70c2ad83907179dee2a Mon Sep 17 00:00:00 2001 From: Saxon Nelson-Milton Date: Wed, 5 Jan 2022 13:16:08 +1030 Subject: [PATCH 18/24] turbidity files tagged for (not) nocv --- turbidity/main.go | 150 ++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 150 insertions(+) create mode 100644 turbidity/main.go diff --git a/turbidity/main.go b/turbidity/main.go new file mode 100644 index 00000000..5ea8847c --- /dev/null +++ b/turbidity/main.go @@ -0,0 +1,150 @@ +// +build !nocv + +package main + +import ( + "fmt" + "log" + "math" + + "gonum.org/v1/plot" + "gonum.org/v1/plot/plotter" + "gonum.org/v1/plot/plotutil" + "gonum.org/v1/plot/vg" + + "gocv.io/x/gocv" +) + +const ( + nImages = 13 + nSamples = 10 +) + +func main() { + // Load template and standard image. + template := gocv.IMRead("template.jpg", gocv.IMReadGrayScale) + standard := gocv.IMRead("default.jpg", gocv.IMReadGrayScale) + + imgs := make([][]gocv.Mat, nImages) + + // Load test images. + for i := range imgs { + imgs[i] = make([]gocv.Mat, nSamples) + for j := range imgs[i] { + imgs[i][j] = gocv.IMRead(fmt.Sprintf("images/t-%v/000%v.jpg", i, j), gocv.IMReadGrayScale) + } + } + + // Create turbidity sensor. + ts := TurbiditySensor{template: template, standard: standard, k1: 8, k2: 8, sobelFilterSize: 3, scale: 1.0, alpha: 1.0} + + var finalRes Results + finalRes.new(nImages) + + // Score each image by calculating the average score from camera burst. + for i := range imgs { + // Evaluate camera burst. + sample_result, err := ts.Evaluate(imgs[i]) + if err != nil { + log.Fatalf("Evaluation Failed: %v", err) + } + + // Add the average result from camera burst. + finalRes.update(average(sample_result.saturation), average(sample_result.contrast), float64(i)*2.5, i) + } + + // Plot the final results. + err := plotResults(finalRes.turbidity, normalize(finalRes.saturation), normalize(finalRes.contrast)) + if err != nil { + log.Fatalf("Plotting Failed: %v", err) + } + + log.Printf("Saturation: %v", finalRes.saturation) + log.Printf("Contrast: %v", finalRes.contrast) +} + +// Plotting Functions. + +// Normalize values in a slice between 0 and 1. +func normalize(slice []float64) []float64 { + + max := -math.MaxFloat64 + min := math.MaxFloat64 + + out := make([]float64, len(slice)) + + if len(slice) <= 1 { + return slice + } + + for i := range slice { + if slice[i] > max { + max = slice[i] + } + if slice[i] < min { + min = slice[i] + } + } + + for i := range slice { + out[i] = (slice[i] - min) / (max - min) + } + return out +} + +// Return the average of a slice. +func average(slice []float64) float64 { + + out := 0.0 + + for i := range slice { + out += slice[i] + } + return out / float64(len(slice)) +} + +func plotResults(x, saturation, contrast []float64) error { + + err := plotToFile( + "Results", + "Almond Milk (ml)", + "Score", + func(p *plot.Plot) error { + return plotutil.AddLinePoints(p, + "Contrast", plotterXY(x, contrast), + "Saturation", plotterXY(x, saturation), + ) + }, + ) + if err != nil { + return fmt.Errorf("Could not plot results: %w", err) + } + return nil +} + +// plotToFile creates a plot with a specified name and x&y titles using the +// provided draw function, and then saves to a PNG file with filename of name. +func plotToFile(name, xTitle, yTitle string, draw func(*plot.Plot) error) error { + p := plot.New() + p.Title.Text = name + p.X.Label.Text = xTitle + p.Y.Label.Text = yTitle + err := draw(p) + if err != nil { + return fmt.Errorf("could not draw plot contents: %w", err) + } + if err := p.Save(15*vg.Centimeter, 15*vg.Centimeter, "plots/"+name+".png"); err != nil { + return fmt.Errorf("could not save plot: %w", err) + } + return nil +} + +// plotterXY provides a plotter.XYs type value based on the given x and y data. +func plotterXY(x, y []float64) plotter.XYs { + xy := make(plotter.XYs, len(x)) + for i := range x { + xy[i].X = x[i] + xy[i].Y = y[i] + } + return xy +} From 18b9a3dbab50ea101eef6a84d39f07a247a72880 Mon Sep 17 00:00:00 2001 From: Russell Stanley Date: Wed, 5 Jan 2022 15:22:29 +1030 Subject: [PATCH 19/24] Code cleanup --- turbidity/main.go | 150 ----------------------------------------- turbidity/turbidity.go | 1 - 2 files changed, 151 deletions(-) delete mode 100644 turbidity/main.go diff --git a/turbidity/main.go b/turbidity/main.go deleted file mode 100644 index 5ea8847c..00000000 --- a/turbidity/main.go +++ /dev/null @@ -1,150 +0,0 @@ -// +build !nocv - -package main - -import ( - "fmt" - "log" - "math" - - "gonum.org/v1/plot" - "gonum.org/v1/plot/plotter" - "gonum.org/v1/plot/plotutil" - "gonum.org/v1/plot/vg" - - "gocv.io/x/gocv" -) - -const ( - nImages = 13 - nSamples = 10 -) - -func main() { - // Load template and standard image. - template := gocv.IMRead("template.jpg", gocv.IMReadGrayScale) - standard := gocv.IMRead("default.jpg", gocv.IMReadGrayScale) - - imgs := make([][]gocv.Mat, nImages) - - // Load test images. - for i := range imgs { - imgs[i] = make([]gocv.Mat, nSamples) - for j := range imgs[i] { - imgs[i][j] = gocv.IMRead(fmt.Sprintf("images/t-%v/000%v.jpg", i, j), gocv.IMReadGrayScale) - } - } - - // Create turbidity sensor. - ts := TurbiditySensor{template: template, standard: standard, k1: 8, k2: 8, sobelFilterSize: 3, scale: 1.0, alpha: 1.0} - - var finalRes Results - finalRes.new(nImages) - - // Score each image by calculating the average score from camera burst. - for i := range imgs { - // Evaluate camera burst. - sample_result, err := ts.Evaluate(imgs[i]) - if err != nil { - log.Fatalf("Evaluation Failed: %v", err) - } - - // Add the average result from camera burst. - finalRes.update(average(sample_result.saturation), average(sample_result.contrast), float64(i)*2.5, i) - } - - // Plot the final results. - err := plotResults(finalRes.turbidity, normalize(finalRes.saturation), normalize(finalRes.contrast)) - if err != nil { - log.Fatalf("Plotting Failed: %v", err) - } - - log.Printf("Saturation: %v", finalRes.saturation) - log.Printf("Contrast: %v", finalRes.contrast) -} - -// Plotting Functions. - -// Normalize values in a slice between 0 and 1. -func normalize(slice []float64) []float64 { - - max := -math.MaxFloat64 - min := math.MaxFloat64 - - out := make([]float64, len(slice)) - - if len(slice) <= 1 { - return slice - } - - for i := range slice { - if slice[i] > max { - max = slice[i] - } - if slice[i] < min { - min = slice[i] - } - } - - for i := range slice { - out[i] = (slice[i] - min) / (max - min) - } - return out -} - -// Return the average of a slice. -func average(slice []float64) float64 { - - out := 0.0 - - for i := range slice { - out += slice[i] - } - return out / float64(len(slice)) -} - -func plotResults(x, saturation, contrast []float64) error { - - err := plotToFile( - "Results", - "Almond Milk (ml)", - "Score", - func(p *plot.Plot) error { - return plotutil.AddLinePoints(p, - "Contrast", plotterXY(x, contrast), - "Saturation", plotterXY(x, saturation), - ) - }, - ) - if err != nil { - return fmt.Errorf("Could not plot results: %w", err) - } - return nil -} - -// plotToFile creates a plot with a specified name and x&y titles using the -// provided draw function, and then saves to a PNG file with filename of name. -func plotToFile(name, xTitle, yTitle string, draw func(*plot.Plot) error) error { - p := plot.New() - p.Title.Text = name - p.X.Label.Text = xTitle - p.Y.Label.Text = yTitle - err := draw(p) - if err != nil { - return fmt.Errorf("could not draw plot contents: %w", err) - } - if err := p.Save(15*vg.Centimeter, 15*vg.Centimeter, "plots/"+name+".png"); err != nil { - return fmt.Errorf("could not save plot: %w", err) - } - return nil -} - -// plotterXY provides a plotter.XYs type value based on the given x and y data. -func plotterXY(x, y []float64) plotter.XYs { - xy := make(plotter.XYs, len(x)) - for i := range x { - xy[i].X = x[i] - xy[i].Y = y[i] - } - return xy -} diff --git a/turbidity/turbidity.go b/turbidity/turbidity.go index 70cd78b8..75eac3d6 100644 --- a/turbidity/turbidity.go +++ b/turbidity/turbidity.go @@ -93,7 +93,6 @@ func (ts TurbiditySensor) Evaluate(imgs []gocv.Mat) (*Results, error) { } edge := ts.sobel(marker) - // Evaluate image. sharpScore, contScore, err := ts.EvaluateImage(marker, edge) if err != nil { return result, err From 4f33f13358e27efd2aa52f6d4010917bb39c66a0 Mon Sep 17 00:00:00 2001 From: Russell Stanley Date: Tue, 8 Feb 2022 09:57:05 +1030 Subject: [PATCH 20/24] patch build issues from latest turbidity probe PR --- cmd/rv/main.go | 78 --------------- cmd/rv/probe.go | 120 ++++++++++++++++++++++++ cmd/rv/probe_circleci.go | 52 ++++++++++ revid/{audio_OSX.go => audio_darwin.go} | 4 +- turbidity/results.go | 3 - turbidity/turbidity.go | 3 - 6 files changed, 174 insertions(+), 86 deletions(-) create mode 100644 cmd/rv/probe.go create mode 100644 cmd/rv/probe_circleci.go rename revid/{audio_OSX.go => audio_darwin.go} (91%) diff --git a/cmd/rv/main.go b/cmd/rv/main.go index ce75a7e7..ba5b6b55 100644 --- a/cmd/rv/main.go +++ b/cmd/rv/main.go @@ -61,8 +61,6 @@ import ( "strconv" "time" - "gocv.io/x/gocv" - "gonum.org/v1/gonum/stat" "gopkg.in/natefinch/lumberjack.v2" "bitbucket.org/ausocean/av/container/mts" @@ -107,7 +105,6 @@ const ( profilePath = "rv.prof" pkg = "rv: " runPreDelay = 20 * time.Second - maxImages = 10 // Max number of images read when evaluating turbidity. ) // Software define pin values. @@ -118,14 +115,6 @@ const ( contrastPin = "X39" ) -// Turbidity sensor constants. -const ( - k1, k2 = 8, 8 // Block size, must be divisible by the size template with no remainder. - filterSize = 3 // Sobel filter size. - scale = 1.0 // Amount of scale applied to sobel filter values. - alpha = 1.0 // Paramater for contrast equation. -) - // This is set to true if the 'profile' build tag is provided on build. var canProfile = false @@ -137,73 +126,6 @@ type turbidityProbe struct { log logger.Logger } -// NewTurbidityProbe returns a new turbidity probe. -func NewTurbidityProbe(log logger.Logger, delay time.Duration) (*turbidityProbe, error) { - tp := new(turbidityProbe) - tp.log = log - tp.delay = delay - tp.ticker = *time.NewTicker(delay) - - // Create the turbidity sensor. - standard := gocv.IMRead("../../turbidity/images/template.jpg", gocv.IMReadGrayScale) - template := gocv.IMRead("../../turbidity/images/template.jpg", gocv.IMReadGrayScale) - ts, err := turbidity.NewTurbiditySensor(template, standard, k1, k2, filterSize, scale, alpha) - if err != nil { - log.Error("failed create turbidity sensor", "error", err.Error()) - } - tp.ts = ts - return tp, nil -} - -// Write, reads input h264 frames in the form of a byte stream and writes the the sharpness and contrast -// scores of a video to the the turbidity probe. -func (tp *turbidityProbe) Write(p []byte) (int, error) { - select { - case <-tp.ticker.C: - var imgs []gocv.Mat - img := gocv.NewMat() - - // Write byte array to a temp file. - file, err := os.CreateTemp("temp", "video*.h264") - if err != nil { - tp.log.Error("failed to create temp file", "error", err.Error()) - return len(p), err - } - defer os.Remove(file.Name()) - _, err = file.Write(p) - if err != nil { - tp.log.Error("failed to write to temporary file", "error", err.Error()) - return len(p), err - } - - // Read the file and store each frame. - vc, err := gocv.VideoCaptureFile(file.Name()) - if err != nil { - tp.log.Error("failed to open video file", "error", err.Error()) - return len(p), err - } - for vc.Read(&img) && len(imgs) < maxImages { - imgs = append(imgs, img.Clone()) - } - - // Process video data to get saturation and contrast scores. - res, err := tp.ts.Evaluate(imgs) - if err != nil { - tp.log.Error("evaluate failed", "errror", err.Error()) - return len(p), err - } - tp.contrast = stat.Mean(res.Contrast, nil) - tp.sharpness = stat.Mean(res.Sharpness, nil) - default: - return len(p), nil - } - return len(p), nil -} - -func (tp *turbidityProbe) Close() error { - return nil -} - func main() { mts.Meta = meta.NewWith([][2]string{{metaPreambleKey, metaPreambleData}}) diff --git a/cmd/rv/probe.go b/cmd/rv/probe.go new file mode 100644 index 00000000..ac4a90a3 --- /dev/null +++ b/cmd/rv/probe.go @@ -0,0 +1,120 @@ +//go:build !nocv +// +build !nocv + +/* +DESCRIPTION + Provides the methods for the turbidity probe using GoCV. Turbidity probe + will collect the most recent frames in a buffer and write the latest sharpness + and contrast scores to the probe. + +AUTHORS + Russell Stanley + +LICENSE + Copyright (C) 2021-2022 the Australian Ocean Lab (AusOcean) + + It is free software: you can redistribute it and/or modify them + under the terms of the GNU General Public License as published by the + Free Software Foundation, either version 3 of the License, or (at your + option) any later version. + + It is distributed in the hope that it will be useful, but WITHOUT + ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or + FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License + for more details. + + You should have received a copy of the GNU General Public License + in gpl.txt. If not, see http://www.gnu.org/licenses. +*/ + +package main + +import ( + "os" + "time" + + "bitbucket.org/ausocean/av/turbidity" + "bitbucket.org/ausocean/utils/logger" + "gocv.io/x/gocv" + "gonum.org/v1/gonum/stat" +) + +// Turbidity sensor constants. +const ( + k1, k2 = 8, 8 // Block size, must be divisible by the size template with no remainder. + filterSize = 3 // Sobel filter size. + scale = 1.0 // Amount of scale applied to sobel filter values. + alpha = 1.0 // Paramater for contrast equation. +) + +// Misc constants. +const ( + maxImages = 10 // Max number of images read when evaluating turbidity. +) + +// NewTurbidityProbe returns a new turbidity probe. +func NewTurbidityProbe(log logger.Logger, delay time.Duration) (*turbidityProbe, error) { + tp := new(turbidityProbe) + tp.log = log + tp.delay = delay + tp.ticker = *time.NewTicker(delay) + + // Create the turbidity sensor. + standard := gocv.IMRead("../../turbidity/images/template.jpg", gocv.IMReadGrayScale) + template := gocv.IMRead("../../turbidity/images/template.jpg", gocv.IMReadGrayScale) + ts, err := turbidity.NewTurbiditySensor(template, standard, k1, k2, filterSize, scale, alpha) + if err != nil { + log.Error("failed create turbidity sensor", "error", err.Error()) + } + tp.ts = ts + return tp, nil +} + +// Write, reads input h264 frames in the form of a byte stream and writes the the sharpness and contrast +// scores of a video to the the turbidity probe. +func (tp *turbidityProbe) Write(p []byte) (int, error) { + select { + case <-tp.ticker.C: + var imgs []gocv.Mat + img := gocv.NewMat() + + // Write byte array to a temp file. + file, err := os.CreateTemp("temp", "video*.h264") + if err != nil { + tp.log.Error("failed to create temp file", "error", err.Error()) + return len(p), err + } + defer os.Remove(file.Name()) + _, err = file.Write(p) + if err != nil { + tp.log.Error("failed to write to temporary file", "error", err.Error()) + return len(p), err + } + + // Read the file and store each frame. + vc, err := gocv.VideoCaptureFile(file.Name()) + if err != nil { + tp.log.Error("failed to open video file", "error", err.Error()) + return len(p), err + } + for vc.Read(&img) && len(imgs) < maxImages { + imgs = append(imgs, img.Clone()) + } + + // Process video data to get saturation and contrast scores. + res, err := tp.ts.Evaluate(imgs) + if err != nil { + tp.log.Error("evaluate failed", "errror", err.Error()) + return len(p), err + } + tp.contrast = stat.Mean(res.Contrast, nil) + tp.sharpness = stat.Mean(res.Sharpness, nil) + default: + return len(p), nil + } + return len(p), nil +} + +func (tp *turbidityProbe) Close() error { + return nil +} diff --git a/cmd/rv/probe_circleci.go b/cmd/rv/probe_circleci.go new file mode 100644 index 00000000..a63e6e77 --- /dev/null +++ b/cmd/rv/probe_circleci.go @@ -0,0 +1,52 @@ +//go:build nocv +// +build nocv + +/* +DESCRIPTION + Replaces turbidity probe implementation that uses the gocv package. + When Circle-CI builds revid this is needed because Circle-CI does not + have a copy of Open CV installed. + +AUTHORS + Russell Stanley + +LICENSE + Copyright (C) 2021-2022 the Australian Ocean Lab (AusOcean) + + It is free software: you can redistribute it and/or modify them + under the terms of the GNU General Public License as published by the + Free Software Foundation, either version 3 of the License, or (at your + option) any later version. + + It is distributed in the hope that it will be useful, but WITHOUT + ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or + FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License + for more details. + + You should have received a copy of the GNU General Public License + in gpl.txt. If not, see http://www.gnu.org/licenses. +*/ + +package main + +import ( + "time" + + "bitbucket.org/ausocean/utils/logger" +) + +// NewTurbidityProbe returns a new turbidity probe. +func NewTurbidityProbe(log logger.Logger, delay time.Duration) (*turbidityProbe, error) { + tp := new(turbidityProbe) + return tp, nil +} + +// Write, reads input h264 frames in the form of a byte stream and writes the the sharpness and contrast +// scores of a video to the the turbidity probe. +func (tp *turbidityProbe) Write(p []byte) (int, error) { + return len(p), nil +} + +func (tp *turbidityProbe) Close() error { + return nil +} diff --git a/revid/audio_OSX.go b/revid/audio_darwin.go similarity index 91% rename from revid/audio_OSX.go rename to revid/audio_darwin.go index b31e3e47..19a8f5e2 100644 --- a/revid/audio_OSX.go +++ b/revid/audio_darwin.go @@ -1,6 +1,6 @@ /* NAME - audio_OSX.go + audio_darwin.go AUTHORS Russell Stanley @@ -29,5 +29,5 @@ import ( ) func (r *Revid) setupAudio() error { - return errors.New("audio not implemented on OSX") + return errors.New("audio not implemented on darwin(macOS)") } diff --git a/turbidity/results.go b/turbidity/results.go index f988eabb..6576540c 100644 --- a/turbidity/results.go +++ b/turbidity/results.go @@ -1,6 +1,3 @@ -//go:build !nocv -// +build !nocv - /* DESCRIPTION Results struct used to store results from the turbidity sensor. diff --git a/turbidity/turbidity.go b/turbidity/turbidity.go index 75eac3d6..8456e174 100644 --- a/turbidity/turbidity.go +++ b/turbidity/turbidity.go @@ -1,6 +1,3 @@ -//go:build !nocv -// +build !nocv - /* DESCRIPTION Holds the turbidity sensor struct. Can evaluate 4x4 chessboard markers in an From d8fefc0930d9bd2d085e308cc4c87b7cc4217ba5 Mon Sep 17 00:00:00 2001 From: Russell Stanley Date: Tue, 8 Feb 2022 11:20:20 +1030 Subject: [PATCH 21/24] split turbidity probe declaration --- cmd/rv/main.go | 9 --------- cmd/rv/probe.go | 8 ++++++++ cmd/rv/probe_circleci.go | 9 ++++++--- turbidity/turbidity.go | 3 +++ 4 files changed, 17 insertions(+), 12 deletions(-) diff --git a/cmd/rv/main.go b/cmd/rv/main.go index ba5b6b55..817a0e18 100644 --- a/cmd/rv/main.go +++ b/cmd/rv/main.go @@ -67,7 +67,6 @@ import ( "bitbucket.org/ausocean/av/container/mts/meta" "bitbucket.org/ausocean/av/revid" "bitbucket.org/ausocean/av/revid/config" - "bitbucket.org/ausocean/av/turbidity" "bitbucket.org/ausocean/iot/pi/netlogger" "bitbucket.org/ausocean/iot/pi/netsender" "bitbucket.org/ausocean/iot/pi/sds" @@ -118,14 +117,6 @@ const ( // This is set to true if the 'profile' build tag is provided on build. var canProfile = false -type turbidityProbe struct { - sharpness, contrast float64 - delay time.Duration - ticker time.Ticker - ts *turbidity.TurbiditySensor - log logger.Logger -} - func main() { mts.Meta = meta.NewWith([][2]string{{metaPreambleKey, metaPreambleData}}) diff --git a/cmd/rv/probe.go b/cmd/rv/probe.go index ac4a90a3..d58d92d9 100644 --- a/cmd/rv/probe.go +++ b/cmd/rv/probe.go @@ -52,6 +52,14 @@ const ( maxImages = 10 // Max number of images read when evaluating turbidity. ) +type turbidityProbe struct { + sharpness, contrast float64 + delay time.Duration + ticker time.Ticker + ts *turbidity.TurbiditySensor + log logger.Logger +} + // NewTurbidityProbe returns a new turbidity probe. func NewTurbidityProbe(log logger.Logger, delay time.Duration) (*turbidityProbe, error) { tp := new(turbidityProbe) diff --git a/cmd/rv/probe_circleci.go b/cmd/rv/probe_circleci.go index a63e6e77..26175f3b 100644 --- a/cmd/rv/probe_circleci.go +++ b/cmd/rv/probe_circleci.go @@ -35,14 +35,17 @@ import ( "bitbucket.org/ausocean/utils/logger" ) -// NewTurbidityProbe returns a new turbidity probe. +type turbidityProbe struct { + sharpness, contrast float64 +} + +// NewTurbidityProbe returns a empty turbidity probe for CircleCI testing only. func NewTurbidityProbe(log logger.Logger, delay time.Duration) (*turbidityProbe, error) { tp := new(turbidityProbe) return tp, nil } -// Write, reads input h264 frames in the form of a byte stream and writes the the sharpness and contrast -// scores of a video to the the turbidity probe. +// Write performs no operation for CircleCI testing only. func (tp *turbidityProbe) Write(p []byte) (int, error) { return len(p), nil } diff --git a/turbidity/turbidity.go b/turbidity/turbidity.go index 8456e174..75eac3d6 100644 --- a/turbidity/turbidity.go +++ b/turbidity/turbidity.go @@ -1,3 +1,6 @@ +//go:build !nocv +// +build !nocv + /* DESCRIPTION Holds the turbidity sensor struct. Can evaluate 4x4 chessboard markers in an From dd0653b60c013cce762b356526592b98f54e3331 Mon Sep 17 00:00:00 2001 From: Russell Stanley Date: Tue, 8 Feb 2022 11:20:20 +1030 Subject: [PATCH 22/24] split turbidity probe declaration --- cmd/rv/main.go | 9 --------- cmd/rv/probe.go | 8 ++++++++ cmd/rv/probe_circleci.go | 9 ++++++--- codec/h264/h264dec/fuzz/fuzzParseLevelPrefix/fuzz.go | 4 ++-- turbidity/turbidity.go | 3 +++ 5 files changed, 19 insertions(+), 14 deletions(-) diff --git a/cmd/rv/main.go b/cmd/rv/main.go index ba5b6b55..817a0e18 100644 --- a/cmd/rv/main.go +++ b/cmd/rv/main.go @@ -67,7 +67,6 @@ import ( "bitbucket.org/ausocean/av/container/mts/meta" "bitbucket.org/ausocean/av/revid" "bitbucket.org/ausocean/av/revid/config" - "bitbucket.org/ausocean/av/turbidity" "bitbucket.org/ausocean/iot/pi/netlogger" "bitbucket.org/ausocean/iot/pi/netsender" "bitbucket.org/ausocean/iot/pi/sds" @@ -118,14 +117,6 @@ const ( // This is set to true if the 'profile' build tag is provided on build. var canProfile = false -type turbidityProbe struct { - sharpness, contrast float64 - delay time.Duration - ticker time.Ticker - ts *turbidity.TurbiditySensor - log logger.Logger -} - func main() { mts.Meta = meta.NewWith([][2]string{{metaPreambleKey, metaPreambleData}}) diff --git a/cmd/rv/probe.go b/cmd/rv/probe.go index ac4a90a3..d58d92d9 100644 --- a/cmd/rv/probe.go +++ b/cmd/rv/probe.go @@ -52,6 +52,14 @@ const ( maxImages = 10 // Max number of images read when evaluating turbidity. ) +type turbidityProbe struct { + sharpness, contrast float64 + delay time.Duration + ticker time.Ticker + ts *turbidity.TurbiditySensor + log logger.Logger +} + // NewTurbidityProbe returns a new turbidity probe. func NewTurbidityProbe(log logger.Logger, delay time.Duration) (*turbidityProbe, error) { tp := new(turbidityProbe) diff --git a/cmd/rv/probe_circleci.go b/cmd/rv/probe_circleci.go index a63e6e77..26175f3b 100644 --- a/cmd/rv/probe_circleci.go +++ b/cmd/rv/probe_circleci.go @@ -35,14 +35,17 @@ import ( "bitbucket.org/ausocean/utils/logger" ) -// NewTurbidityProbe returns a new turbidity probe. +type turbidityProbe struct { + sharpness, contrast float64 +} + +// NewTurbidityProbe returns a empty turbidity probe for CircleCI testing only. func NewTurbidityProbe(log logger.Logger, delay time.Duration) (*turbidityProbe, error) { tp := new(turbidityProbe) return tp, nil } -// Write, reads input h264 frames in the form of a byte stream and writes the the sharpness and contrast -// scores of a video to the the turbidity probe. +// Write performs no operation for CircleCI testing only. func (tp *turbidityProbe) Write(p []byte) (int, error) { return len(p), nil } diff --git a/codec/h264/h264dec/fuzz/fuzzParseLevelPrefix/fuzz.go b/codec/h264/h264dec/fuzz/fuzzParseLevelPrefix/fuzz.go index 9ee88dd1..9acbf06b 100644 --- a/codec/h264/h264dec/fuzz/fuzzParseLevelPrefix/fuzz.go +++ b/codec/h264/h264dec/fuzz/fuzzParseLevelPrefix/fuzz.go @@ -1,3 +1,5 @@ +// +build gofuzz + /* DESCRIPTION fuzz.go provides a function with the required signature such that it may be @@ -24,8 +26,6 @@ LICENSE in gpl.txt. If not, see http://www.gnu.org/licenses. */ -// +build gofuzz - package fuzzParseLevelPrefix /* diff --git a/turbidity/turbidity.go b/turbidity/turbidity.go index 8456e174..75eac3d6 100644 --- a/turbidity/turbidity.go +++ b/turbidity/turbidity.go @@ -1,3 +1,6 @@ +//go:build !nocv +// +build !nocv + /* DESCRIPTION Holds the turbidity sensor struct. Can evaluate 4x4 chessboard markers in an From be3e74ca43525c8c4083804ffc426f810aeef722 Mon Sep 17 00:00:00 2001 From: Russell Stanley Date: Wed, 9 Feb 2022 12:06:28 +1030 Subject: [PATCH 23/24] code cleanup addressing comments on PR --- cmd/rv/probe.go | 7 +++---- cmd/rv/probe_circleci.go | 4 ++-- 2 files changed, 5 insertions(+), 6 deletions(-) diff --git a/cmd/rv/probe.go b/cmd/rv/probe.go index d58d92d9..c7a2c558 100644 --- a/cmd/rv/probe.go +++ b/cmd/rv/probe.go @@ -90,13 +90,13 @@ func (tp *turbidityProbe) Write(p []byte) (int, error) { file, err := os.CreateTemp("temp", "video*.h264") if err != nil { tp.log.Error("failed to create temp file", "error", err.Error()) - return len(p), err + return 0, err } defer os.Remove(file.Name()) - _, err = file.Write(p) + n, err := file.Write(p) if err != nil { tp.log.Error("failed to write to temporary file", "error", err.Error()) - return len(p), err + return n, err } // Read the file and store each frame. @@ -118,7 +118,6 @@ func (tp *turbidityProbe) Write(p []byte) (int, error) { tp.contrast = stat.Mean(res.Contrast, nil) tp.sharpness = stat.Mean(res.Sharpness, nil) default: - return len(p), nil } return len(p), nil } diff --git a/cmd/rv/probe_circleci.go b/cmd/rv/probe_circleci.go index 26175f3b..3c82038e 100644 --- a/cmd/rv/probe_circleci.go +++ b/cmd/rv/probe_circleci.go @@ -39,7 +39,7 @@ type turbidityProbe struct { sharpness, contrast float64 } -// NewTurbidityProbe returns a empty turbidity probe for CircleCI testing only. +// NewTurbidityProbe returns an empty turbidity probe for CircleCI testing only. func NewTurbidityProbe(log logger.Logger, delay time.Duration) (*turbidityProbe, error) { tp := new(turbidityProbe) return tp, nil @@ -47,7 +47,7 @@ func NewTurbidityProbe(log logger.Logger, delay time.Duration) (*turbidityProbe, // Write performs no operation for CircleCI testing only. func (tp *turbidityProbe) Write(p []byte) (int, error) { - return len(p), nil + return 0, nil } func (tp *turbidityProbe) Close() error { From f052516f9fc0a8cd30147d5392291640c19f9a12 Mon Sep 17 00:00:00 2001 From: Russell Stanley Date: Wed, 9 Feb 2022 12:53:18 +1030 Subject: [PATCH 24/24] mend --- cmd/rv/probe.go | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/cmd/rv/probe.go b/cmd/rv/probe.go index c7a2c558..3af817f6 100644 --- a/cmd/rv/probe.go +++ b/cmd/rv/probe.go @@ -33,10 +33,11 @@ import ( "os" "time" - "bitbucket.org/ausocean/av/turbidity" - "bitbucket.org/ausocean/utils/logger" "gocv.io/x/gocv" "gonum.org/v1/gonum/stat" + + "bitbucket.org/ausocean/av/turbidity" + "bitbucket.org/ausocean/utils/logger" ) // Turbidity sensor constants.

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