go and python version. Both works fine
arnaucode idoctnef@openmailbox.org
Sun, 11 Jun 2017 23:26:29 +0200
202 files changed,
317 insertions(+),
0 deletions(-)
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A
goVersion/errors.go
@@ -0,0 +1,9 @@
+package main + +import "fmt" + +func check(err error) { + if err != nil { + fmt.Println(err) + } +}
A
goVersion/imgOperations.go
@@ -0,0 +1,35 @@
+package main + +import "fmt" + +func comparePixels(p []int, q []int) int { + numCoincidences := 0 + for i := 0; i < len(p); i++ { + if p[i] == q[i] { + numCoincidences++ + } + } + return numCoincidences +} + +func compareImgs(a imgRGBA, b imgRGBA) int { + numCoincidences := 0 + + for i := 0; i < len(a); i++ { + numCoincidences = numCoincidences + comparePixels(a[i], b[i]) + } + return numCoincidences +} + +func analyzeImg(examplesImg map[string][]imgRGBA, timg imgRGBA) map[string]int { + numCoincidences := make(map[string]int) + + for k, imgs := range examplesImg { + numCoincidences[k] = 0 + fmt.Println(k) + for _, img := range imgs { + numCoincidences[k] = numCoincidences[k] + compareImgs(img, timg) + } + } + return numCoincidences +}
A
goVersion/main.go
@@ -0,0 +1,15 @@
+package main + +func main() { + //first, read the example images + examplesImg := readExamples() + //fmt.Println(examplesImg) + + //now, read the target image + timg := readImage("images/test.png") + //fmt.Println(timg) + + numCoincidences := analyzeImg(examplesImg, timg) + _ = printSortedMapStringInt(numCoincidences, 0) + +}
A
goVersion/printSortedMapStringInt.go
@@ -0,0 +1,29 @@
+package main + +import ( + "fmt" + "sort" + "strconv" +) + +func printSortedMapStringInt(m map[string]int, threshold int) map[int][]string { + total := len(m) + fmt.Println("total: " + strconv.Itoa(total)) + n := map[int][]string{} + var a []int + for k, v := range m { + if v > threshold { + n[v] = append(n[v], k) + } + } + for k := range n { + a = append(a, k) + } + sort.Sort(sort.Reverse(sort.IntSlice(a))) + for _, k := range a { + for _, s := range n[k] { + fmt.Println(strconv.Itoa(k) + " - " + s) + } + } + return n +}
A
goVersion/readExamples.go
@@ -0,0 +1,52 @@
+package main + +import ( + "fmt" + "image" + _ "image/png" + "io/ioutil" + "os" + "strings" +) + +type imgRGBA [][]int +type CollectionImgs []imgRGBA +type ExamplesImg map[string]CollectionImgs + +func readImage(path string) imgRGBA { + //open image, and generate the histogram, made from r,g,b,a components + reader, err := os.Open(path) + check(err) + defer reader.Close() + + m, _, err := image.Decode(reader) + check(err) + bounds := m.Bounds() + + //generate the histogram + var histogram imgRGBA + for y := bounds.Min.Y; y < bounds.Max.Y; y++ { + for x := bounds.Min.X; x < bounds.Max.X; x++ { + r, g, b, a := m.At(x, y).RGBA() + var pixel []int + pixel = append(pixel, int(r), int(g), int(b), int(a)) + histogram = append(histogram, pixel) + } + } + return histogram +} +func readExamples() map[string][]imgRGBA { + //var examplesImg ExamplesImg + examplesImg := make(map[string][]imgRGBA) + //for each image in the directory of example images, read the image and generate the histogram + files, _ := ioutil.ReadDir("./images/numbers/") + for _, f := range files { + fmt.Println("images/numbers/" + f.Name()) + file := readImage("images/numbers/" + f.Name()) + numberName := strings.Split(f.Name(), ".")[0] + fmt.Println(numberName) + examplesImg[numberName] = append(examplesImg[numberName], file) + } + return examplesImg + +}
A
pythonVersion/imgrec.py
@@ -0,0 +1,91 @@
+from PIL import Image +import numpy as np +import matplotlib.pyplot as plt +import time +from collections import Counter +import operator + +def createExamples(): + numberArrayExamples = open('numArEx.txt', 'a') + numbersWeHave = range(1,10) + versionsWeHave = range(1,10) + + for eachNum in numbersWeHave: + for eachVer in versionsWeHave: + #print str(eachNum) + '.' + str(eachVer) + imgFilePath = 'images/numbers/' + str(eachNum) + '.' + str(eachVer) + '.png' + ei = Image.open(imgFilePath) + eiar = np.array(ei) + eiar1 = str(eiar.tolist()) + + lineToWrite = str(eachNum) + '::' + eiar1 + '\n' + numberArrayExamples.write(lineToWrite) + + +def threshold(imageArray): + balanceAr = [] + newAr = imageArray + + for eachRow in imageArray: + for eachPix in eachRow: + avgNum = reduce(lambda x, y: x+y, eachPix[:3])/len(eachPix[:3]) + balanceAr.append(avgNum) + + balance = reduce(lambda x, y: x + y, balanceAr)/len(balanceAr) + + for eachRow in newAr: + for eachPix in eachRow: + if reduce(lambda x, y: x+y, eachPix[:3])/len(eachPix[:3]) > balance: + eachPix[0] = 255 + eachPix[1] = 255 + eachPix[2] = 255 + eachPix[3] = 255 + else: + eachPix[0] = 0 + eachPix[1] = 0 + eachPix[2] = 0 + eachPix[3] = 255 + + return newAr + +def whatNumIsThis(filePath): + matchedAr = [] + loadExamps = open('numArEx.txt', 'r').read() + loadExamps = loadExamps.split('\n') + + i = Image.open(filePath) + iar = np.array(i) + iarl = iar.tolist() + + inQuestion = str(iarl) + + for eachExample in loadExamps: + if len(eachExample) > 3: + splitEx = eachExample.split('::') + currentNum = splitEx[0] + currentAr = splitEx[1] + + eachPixEx = currentAr.split('],') + + eachPixInQ = inQuestion.split('],') + + x=0 + + while x < len(eachPixEx): + if eachPixEx[x] == eachPixInQ[x]: + matchedAr.append(int(currentNum)) + + x += 1 + + #print matchedAr + x = Counter(matchedAr) + #print x + numb = max(x.iteritems(), key=operator.itemgetter(1))[0] + #print numb + return numb, x + + + +n, counts = whatNumIsThis('images/test.png') +print n +print counts
A
pythonVersion/instruccions.txt
@@ -0,0 +1,5 @@
+pip install numpy +pip install matplotlib +pip install Pillow +// per poder obrir finestra amb la imatge: +sudo apt-get install python-tk
A
pythonVersion/numArEx.txt
@@ -0,0 +1,81 @@
+1::[[[255, 255, 255], [255, 255, 255], [255, 255, 255], [0, 0, 0], [0, 0, 0], [255, 255, 255], [255, 255, 255], [255, 255, 255]], [[255, 255, 255], [255, 255, 255], [0, 0, 0], [0, 0, 0], [0, 0, 0], [255, 255, 255], [255, 255, 255], [255, 255, 255]], [[255, 255, 255], [255, 255, 255], [0, 0, 0], [255, 255, 255], [0, 0, 0], [255, 255, 255], [255, 255, 255], [255, 255, 255]], [[255, 255, 255], [255, 255, 255], [255, 255, 255], [255, 255, 255], [0, 0, 0], [255, 255, 255], [255, 255, 255], [255, 255, 255]], [[255, 255, 255], [255, 255, 255], [255, 255, 255], [255, 255, 255], [0, 0, 0], [255, 255, 255], [255, 255, 255], [255, 255, 255]], [[255, 255, 255], [255, 255, 255], [255, 255, 255], [255, 255, 255], [0, 0, 0], [255, 255, 255], [255, 255, 255], [255, 255, 255]], [[255, 255, 255], [255, 255, 255], [255, 255, 255], [255, 255, 255], [0, 0, 0], [255, 255, 255], [255, 255, 255], [255, 255, 255]], [[255, 255, 255], [0, 0, 0], [0, 0, 0], [0, 0, 0], [0, 0, 0], [0, 0, 0], [0, 0, 0], [255, 255, 255]]] +1::[[[255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]]] +1::[[[255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]]] +1::[[[255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]]] +1::[[[255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]]] +1::[[[255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [0, 0, 0, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [0, 0, 0, 255], [0, 0, 0, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255]]] +1::[[[255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [0, 0, 0, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [0, 0, 0, 255], [0, 0, 0, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255]]] +1::[[[255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [0, 0, 0, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255]]] +1::[[[255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [0, 0, 0, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [0, 0, 0, 255], [0, 0, 0, 255], [0, 0, 0, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [0, 0, 0, 255], [255, 255, 255, 255], [255, 255, 255, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [0, 0, 0, 255], [0, 0, 0, 255], [0, 0, 0, 255], [0, 0, 0, 255], [0, 0, 0, 255], [0, 0, 0, 255], [255, 255, 255, 255]], [[255, 255, 255, 255], [0, 0, 0, 255], [0, 0, 0, 255], [0, 0, 0, 255], [0, 0, 0, 255], [0, 0, 0, 255], [0, 0, 0, 255], [255, 255, 255, 255]]] +2::[[[255, 255, 255, 255], [255, 255, 255, 255], [0, 0, 0, 255], [0, 0, 0, 255], [0, 0, 0, 255], [0, 0, 0, 255], [255, 255, 255, 255], 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