From e1428fab547aa38747c786cec06f75e0b890e749 Mon Sep 17 00:00:00 2001 From: mosquito Date: Sun, 7 May 2023 22:52:35 +0800 Subject: [PATCH 1/2] Improve bin2art, change buffer size and less otsu time. --- bobibo.go | 33 +++++++++---------- bobibo.test | Bin 0 -> 3690665 bytes img/img.go | 89 ++++++++++++++++++++++++++-------------------------- util/fp.go | 2 +- 4 files changed, 62 insertions(+), 62 deletions(-) create mode 100755 bobibo.test diff --git a/bobibo.go b/bobibo.go index d576e17..613ce4e 100644 --- a/bobibo.go +++ b/bobibo.go @@ -55,20 +55,18 @@ func BoBiBo(ima io.Reader, isGif, isInverse bool, opts ...Option) (<-chan Art, e } } - inStream := make(chan img.Img) - mix := u.Multiply(img.ArtotBin(params.Inverse), u.Multiply(img.BinotImg(params.Threshold), - u.Multiply(img.TurnGray, - img.Resize(params.Scale), - ))) + img.ResizeAndGray(params.Scale), + )) - outStream := mix(inStream) - delays, err := putStream(inStream, params) - wrap := wrapOut(delays) + inStream, delays, err := analyzeImage(params) if err != nil { return nil, err } + + outStream := mix(inStream) + wrap := wrapOut(delays) return wrap(outStream), nil } @@ -82,36 +80,39 @@ var wrapOut = func(delays []int) func(<-chan []string) <-chan Art { for o := range out { if flag { wrapOut <- Art{Content: o, Delay: delays[cnt]} + cnt++ } else { wrapOut <- Art{Content: o, Delay: 0} } - cnt++ } }) } -func putStream(in chan<- img.Img, params *Params) ([]int, error) { +func analyzeImage(params *Params) (<-chan img.Img, []int, error) { var delays []int + var inChan <-chan img.Img if params.Gif { p, dls, err := img.LoadAGif(params.Image) if err != nil { - return nil, err + return nil, nil, err } delays = dls - go inStream(in, p...) + inChan = newInStream(p...) } else { i, err := img.LoadAImage(params.Image) if err != nil { - return nil, err + return nil, nil, err } - go inStream(in, i) + inChan = newInStream(i) } - return delays, nil + return inChan, delays, nil } -func inStream[T img.Img](in chan<- img.Img, ims ...T) { +func newInStream[T img.Img](ims ...T) <-chan img.Img { + in := make(chan img.Img, len(ims)) defer close(in) for _, v := range ims { in <- v } + return in } diff --git a/bobibo.test b/bobibo.test new file mode 100755 index 0000000000000000000000000000000000000000..a8875c5d46e04991bbddc30d2e5d7c56ab2863af GIT binary patch literal 3690665 zcmeFad3==B^*=rd85khp8IUCi$e@EJ)@6c#i5i_i0?*(C<5ESjH5N#tqNHI4f}kW! z0vU(VxKyp$PjRhnwb~6?tR?}HfE!DTKwJ>FJC0TmYXT_wz2Emf&n!u>em|er@4x2t z$~^bE%em*Ad+xdC-0fLji$)KT z@8;92kL4r`hf23Nu2AKSXZbsW<-7SzEJqqG7N`8R#4u8rRYw(pt{ej^gTBi@_RUr0 zjAH-cVKdUJho#N4ocSLzCnTHY5~BWBK~lm07|wRLf@9EAly2}%#abN3(|r5{0hUiS zBVznj<#vb|WSPTZ<};piP`FRGIKJ+;jg+ys5_rO2w^z$Nq$Sp0I^bHFyL5mm|9W~t zVFVq?ua*UPPb}{qp~|~QsPa|akn3K4Nw@OrPFCgDovg}tt4`LH7#HYPzR@V(Xq12U zg8_-zd*DCGC?7{t$)_o|B}t_%rg+C<`*kZ{YRGx1A@_|xC3oU~j(AXp*viad*6+B1 zEdoB@FkU`OR?A21#}NyuKqelPWwU&BRF$ues`8evW0EBcIOK2qXAFW#<=-!tiPi6C z$>)og$MZ7eNPe~a58fq(1d{l7P}P54GWjZRLcYF8@2&iKhgA8RJ59<|p>E(T8xh@G 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255 { - th = int(otsu(im)) +func img2bin(im *image.Gray, th *int) [][]bool { + if *th < 0 || *th > 255 { + *th = int(otsu(im)) } dx, dy := im.Bounds().Dx(), im.Bounds().Dy() reB := make([][]bool, dy) @@ -88,43 +78,50 @@ func img2bin(im Img, th int) [][]bool { reB[i] = make([]bool, dx) for j := range reB[i] { r, _, _, _ := im.At(j, i).RGBA() - reB[i][j] = uint8(r>>8) >= uint8(th) + reB[i][j] = uint8(r>>8) >= uint8(*th) } } return reB } // return the best threshold to binarize. -func otsu(im Img) uint8 { - var threshold uint8 = 0 +func otsu(im *image.Gray) uint8 { + var threshold int = 0 const grayScale = 256 var u float32 + var w0, u0 float32 + dx, dy := im.Bounds().Dx(), im.Bounds().Dy() - grayPro := make([]float32, grayScale) - pixelSum := dx * dy + hist := make([]float32, grayScale) + sumPixel := dx * dy + for i := 0; i < dy; i++ { for j := 0; j < dx; j++ { r, _, _, _ := im.At(j, i).RGBA() - grayPro[uint8(r>>8)]++ + hist[uint8(r>>8)]++ } } - for i := 0; i < grayScale; i++ { - grayPro[i] *= 1.0 / float32(pixelSum) - u += float32(i) * grayPro[i] + + for i := range [grayScale]struct{}{} { + hist[i] *= 1.0 / float32(sumPixel) + u += float32(i) * hist[i] } - var w1, u1, gmax float32 - for i := 0; i < grayScale; i++ { - w1 += grayPro[i] - u1 += float32(i) * grayPro[i] - - tmp := u1 - u*w1 - sigma := tmp * tmp / (w1 * (1 - w1)) - if sigma >= gmax { - threshold = uint8(i) - gmax = sigma + var sigma float32 + for t := range [grayScale]struct{}{} { + w0 += hist[t] + u0 += float32(t) * hist[t] + if w0 == 0 || 1-w0 == 0 { + continue + } + + tmp := u0 - u*w0 + tmp = tmp * tmp / (w0 * (1 - w0)) + if tmp >= sigma { + sigma = tmp + threshold = t } } - return threshold + return uint8(threshold) } // turning 2d binary matrix to string array. @@ -139,16 +136,18 @@ var ArtotBin = func(w bool) func(<-chan [][]bool) <-chan []string { func bin2art(bin [][]bool, isWhite bool) []string { dy, dx := len(bin)/4, len(bin[0])/2 - reStr := make([]string, dy) + bufStr := make([]strings.Builder, dy) + resStr := make([]string, dy) for i := 0; i < dy; i++ { for j := 0; j < dx; j++ { - reStr[i] += cell(i, j, bin, isWhite) + bufStr[i].WriteRune(cell(i, j, bin, isWhite)) } + resStr[i] = bufStr[i].String() } - return reStr + return resStr } -func cell(y, x int, bin [][]bool, isWhite bool) string { +func cell(y, x int, bin [][]bool, isWhite bool) rune { var reByte uint8 = 0 for i := 0; i < 4; i++ { for j := 0; j < 2; j++ { @@ -163,5 +162,5 @@ func cell(y, x int, bin [][]bool, isWhite bool) string { if isWhite { reByte = ^reByte } - return string(brailleMap[reByte]) + return brailleMap[reByte] } diff --git a/util/fp.go b/util/fp.go index 3fec6a5..5cdb9a7 100644 --- a/util/fp.go +++ b/util/fp.go @@ -3,7 +3,7 @@ package util // to make a stream chan function func GenChanFunc[T any, E any](logic func(in <-chan T, out chan<- E)) func(<-chan T) <-chan E { return func(inChan <-chan T) <-chan E { - outChan := make(chan E) + outChan := make(chan E, len(inChan)) go func() { defer close(outChan) logic(inChan, outChan) From 7c25bcfb4ec37ceaf04fea821b3d95d1efc857aa Mon Sep 17 00:00:00 2001 From: mosquito Date: Tue, 9 May 2023 10:31:21 +0800 Subject: [PATCH 2/2] =?UTF-8?q?Improve=20nearestNeighbor.=20=F0=9F=92=A9?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- bobibo.go | 32 ++++++++++++++++------ bobibo.test | Bin 3690665 -> 0 bytes cli/makefile_cross | 4 +-- go.mod | 7 ++--- go.sum | 31 --------------------- img/img.go | 67 ++++++++++++++++++++++++++------------------- img/img_h.go | 29 ++++++++++++++++++++ img/img_test.go | 35 ----------------------- makefile | 11 ++++++++ util/fp.go | 58 ++++++++++++++++++++++++++++++++++++--- 10 files changed, 161 insertions(+), 113 deletions(-) delete mode 100755 bobibo.test create mode 100644 img/img_h.go delete mode 100644 img/img_test.go create mode 100644 makefile diff --git a/bobibo.go b/bobibo.go index 613ce4e..5519f75 100644 --- a/bobibo.go +++ b/bobibo.go @@ -2,7 +2,9 @@ package bobibo import ( "errors" + "image" "io" + "runtime" "github.com/orzation/bobibo/img" u "github.com/orzation/bobibo/util" @@ -55,9 +57,22 @@ func BoBiBo(ima io.Reader, isGif, isInverse bool, opts ...Option) (<-chan Art, e } } + var maxCpu = runtime.NumCPU() + + // clone ResizeAndGray fn then sort it. + ragFns := func(in <-chan img.Img) <-chan img.Gray { + num := 1 + if cap(in) > 1 { + // test + num = maxCpu - 3 + } + return u.SortChan( + u.CloneChanFn(img.ResizeAndGray(params.Scale), num, in)) + } + mix := u.Multiply(img.ArtotBin(params.Inverse), u.Multiply(img.BinotImg(params.Threshold), - img.ResizeAndGray(params.Scale), + ragFns, )) inStream, delays, err := analyzeImage(params) @@ -75,14 +90,14 @@ var wrapOut = func(delays []int) func(<-chan []string) <-chan Art { if delays == nil || len(delays) == 0 { flag = false } - return u.GenChanFunc(func(out <-chan []string, wrapOut chan<- Art) { + return u.GenChanFn(func(in <-chan []string, out chan<- Art) { cnt := 0 - for o := range out { + for i := range in { if flag { - wrapOut <- Art{Content: o, Delay: delays[cnt]} + out <- Art{Content: i, Delay: delays[cnt]} cnt++ } else { - wrapOut <- Art{Content: o, Delay: 0} + out <- Art{Content: i, Delay: 0} } } }) @@ -108,11 +123,12 @@ func analyzeImage(params *Params) (<-chan img.Img, []int, error) { return inChan, delays, nil } -func newInStream[T img.Img](ims ...T) <-chan img.Img { +func newInStream[T image.Image](ims ...T) <-chan img.Img { in := make(chan img.Img, len(ims)) defer close(in) - for _, v := range ims { - in <- v + for i, v := range ims { + imgV := img.NewImg(i, v) + in <- imgV } return in } diff --git a/bobibo.test b/bobibo.test deleted file mode 100755 index a8875c5d46e04991bbddc30d2e5d7c56ab2863af..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3690665 zcmeFad3==B^*=rd85khp8IUCi$e@EJ)@6c#i5i_i0?*(C<5ESjH5N#tqNHI4f}kW! z0vU(VxKyp$PjRhnwb~6?tR?}HfE!DTKwJ>FJC0TmYXT_wz2Emf&n!u>em|er@4x2t 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8) + } + } + return Gray{id: src.id, value: tgt} +} + // turning image to 2d binary matrix. // use threshold to adjust the binarization. -var BinotImg = func(threshold int) func(<-chan *image.Gray) <-chan [][]bool { - return u.GenChanFunc(func(in <-chan *image.Gray, out chan<- [][]bool) { +var BinotImg = func(threshold int) func(<-chan Gray) <-chan [][]bool { + return u.GenChanFn(func(in <-chan Gray, out chan<- [][]bool) { for im := range in { out <- img2bin(im, &threshold) } }) } -func img2bin(im *image.Gray, th *int) [][]bool { +func img2bin(im Gray, th *int) [][]bool { if *th < 0 || *th > 255 { *th = int(otsu(im)) } - dx, dy := im.Bounds().Dx(), im.Bounds().Dy() + dy, dx := im.size() reB := make([][]bool, dy) for i := range reB { reB[i] = make([]bool, dx) for j := range reB[i] { - r, _, _, _ := im.At(j, i).RGBA() - reB[i][j] = uint8(r>>8) >= uint8(*th) + grayValue := im.value[i][j] + reB[i][j] = grayValue >= uint8(*th) } } return reB } // return the best threshold to binarize. -func otsu(im *image.Gray) uint8 { +func otsu(im Gray) uint8 { var threshold int = 0 const grayScale = 256 var u float32 var w0, u0 float32 - dx, dy := im.Bounds().Dx(), im.Bounds().Dy() + dy, dx := im.size() hist := make([]float32, grayScale) - sumPixel := dx * dy + sumPixel := dy * dx for i := 0; i < dy; i++ { for j := 0; j < dx; j++ { - r, _, _, _ := im.At(j, i).RGBA() - hist[uint8(r>>8)]++ + grayValue := im.value[i][j] + hist[grayValue]++ } } @@ -127,7 +138,7 @@ func otsu(im *image.Gray) uint8 { // turning 2d binary matrix to string array. // whether reverse color. var ArtotBin = func(w bool) func(<-chan [][]bool) <-chan []string { - return u.GenChanFunc(func(in <-chan [][]bool, out chan<- []string) { + return u.GenChanFn(func(in <-chan [][]bool, out chan<- []string) { for e := range in { out <- bin2art(e, w) } diff --git a/img/img_h.go b/img/img_h.go new file mode 100644 index 0000000..ac6e71d --- /dev/null +++ b/img/img_h.go @@ -0,0 +1,29 @@ +package img + +import ( + "image" +) + +type Pale = *image.Paletted + +type Img struct { + id int + value image.Image +} + +func NewImg(id int, value image.Image) Img { + return Img{id: id, value: value} +} + +type Gray struct { + id int + value [][]uint8 +} + +func (g Gray) Id() int { + return g.id +} + +func (g Gray) size() (int, int) { + return len(g.value), len(g.value[0]) +} diff --git a/img/img_test.go b/img/img_test.go deleted file mode 100644 index b119894..0000000 --- a/img/img_test.go +++ /dev/null @@ -1,35 +0,0 @@ -package img - -import ( - "fmt" - "os" - "testing" - - u "github.com/orzation/bobibo/util" -) - -func TestXxx(t *testing.T) { - in := make(chan Img) - mix := u.Multiply(ArtotBin(false), - u.Multiply(BinotImg(128), - u.Multiply(TurnGray, Resize(0.50)))) - out := mix(in) - f, _ := os.Open("../w.gif") - i, err := LoadAGif(f) - if err != nil { - t.Error(err.Error()) - } - f.Close() - go func() { - defer close(in) - for _, p := range i { - in <- p - } - // in <- i - }() - for e := range out { - for _, v := range e { - fmt.Println(v) - } - } -} diff --git a/makefile b/makefile new file mode 100644 index 0000000..030e823 --- /dev/null +++ b/makefile @@ -0,0 +1,11 @@ +.PHONY: build block cpu mem + +test: + go test -bench=. -cpu=4 -blockprofile=block.pprof -cpuprofile=cpu.pprof -memprofile=mem.pprof +block: block.pprof + go tool pprof -http=:9999 block.pprof +cpu: cpu.pprof + go tool pprof -http=:9999 cpu.pprof +mem: mem.pprof + go tool pprof -http=:9999 mem.pprof + diff --git a/util/fp.go b/util/fp.go index 5cdb9a7..f6520cc 100644 --- a/util/fp.go +++ b/util/fp.go @@ -1,12 +1,16 @@ package util -// to make a stream chan function -func GenChanFunc[T any, E any](logic func(in <-chan T, out chan<- E)) func(<-chan T) <-chan E { +import ( + "sync" +) + +// to make a stream channel function. +func GenChanFn[T any, E any](logic func(in <-chan T, out chan<- E)) func(<-chan T) <-chan E { return func(inChan <-chan T) <-chan E { - outChan := make(chan E, len(inChan)) + outChan := make(chan E, cap(inChan)) go func() { - defer close(outChan) logic(inChan, outChan) + close(outChan) }() return outChan } @@ -18,3 +22,49 @@ func Multiply[T, E, R any](f func(E) R, g func(T) E) func(T) R { return f(g(v)) } } + +// cloning stream channel function means that more goroutines will work for it. +// and finally all stream will be faned in one channel. +func CloneChanFn[T, E any](fn func(<-chan T) <-chan E, num int, in <-chan T) <-chan E { + out := make(chan E, cap(in)) + + wg := sync.WaitGroup{} + wg.Add(len(in)) + + go func() { + wg.Wait() + close(out) + }() + + for i := 0; i < num; i++ { + go func() { + for v := range fn(in) { + out <- v + wg.Done() + } + }() + } + + return out +} + +// use the id to sort. +type sorter interface { + // start from zero will be eazier. + Id() int +} + +func SortChan[T sorter](in <-chan T) <-chan T { + out := make(chan T, cap(in)) + go func() { + defer close(out) + order := make([]T, cap(in)) + for s := range in { + order[s.Id()] = s + } + for _, v := range order { + out <- v + } + }() + return out +}

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