From ed2848f1380cf20ea3e95412e8fe175d956a966c Mon Sep 17 00:00:00 2001 From: Raj Pawan Gumdal Date: Fri, 2 Feb 2018 20:22:33 +0530 Subject: [PATCH 1/8] Added git ignore file --- .gitignore | 7 +++++++ 1 file changed, 7 insertions(+) create mode 100644 .gitignore diff --git a/.gitignore b/.gitignore new file mode 100644 index 00000000..fc56c613 --- /dev/null +++ b/.gitignore @@ -0,0 +1,7 @@ +# Temporary files +.DS_Store +.Trashes +.Spotlight-V100 +*.swp +*.lock +.DS_Store From 994f7773c1bb785c113cc2d3d711603ae44d7541 Mon Sep 17 00:00:00 2001 From: Raj Pawan Gumdal Date: Fri, 2 Feb 2018 20:25:51 +0530 Subject: [PATCH 2/8] Added convert.py from https://github.com/Guanghan/darknet/blob/master/scripts/convert.py with modifications within it. The basic purpose of this script is to convert the BBox label annotation into Yolo format --- convert.py | 110 +++++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 110 insertions(+) create mode 100644 convert.py diff --git a/convert.py b/convert.py new file mode 100644 index 00000000..0ccd2fe8 --- /dev/null +++ b/convert.py @@ -0,0 +1,110 @@ +# -*- coding: utf-8 -*- +""" +Created on Wed Dec 9 14:55:43 2015 + +This script is to convert the txt annotation files to appropriate format needed by YOLO + +@author: Guanghan Ning +Email: gnxr9@mail.missouri.edu +""" + +import os +from os import walk, getcwd +from PIL import Image + +classes = ["helmet"] + +def convert(size, box): + dw = 1./size[0] + dh = 1./size[1] + x = (box[0] + box[1])/2.0 + y = (box[2] + box[3])/2.0 + w = box[1] - box[0] + h = box[3] - box[2] + x = x*dw + w = w*dw + y = y*dh + h = h*dh + return (x,y,w,h) + + +"""-------------------------------------------------------------------""" + +""" Configure Paths""" +cls = "helmet" + +#Raj: Changes in code to run it directory specific! working directory needs "images" folder where all images are there! +workingDirectory = "multiple-result" +mypath = "/Users/i305138/SAP/SKOM/BBox-Label-Tool/" + workingDirectory + "/labels/" + cls + "/" +outpath = "/Users/i305138/SAP/SKOM/BBox-Label-Tool/" + workingDirectory + "/labels-yolo/" + cls + "/" + +if cls not in classes: + exit(0) +cls_id = classes.index(cls) + +print ("Found class, class ID: " + str(cls_id)) + +wd = getcwd() +list_file = open('%s/%s/%s_list.txt'%(wd, workingDirectory, cls), 'w') + +""" Get input text file list """ +print ("My Path: " + mypath) +txt_name_list = [] +for (dirpath, dirnames, filenames) in walk(mypath): + txt_name_list.extend(filenames) + break +print(txt_name_list) +if '.DS_Store' in txt_name_list: txt_name_list.remove('.DS_Store') +print(txt_name_list) +""" Process """ +for txt_name in txt_name_list: + # txt_file = open("Labels/stop_sign/001.txt", "r") + + """ Open input text files """ + txt_path = mypath + txt_name + print("Input:" + txt_path) + txt_file = open(txt_path, "r") + lines = txt_file.read().split('\n') #for ubuntu, use "\r\n" instead of "\n" + print ("Source Lines: "+ str (lines)) + """ Open output text files """ + txt_outpath = outpath + txt_name + print("Output:" + txt_outpath) + txt_outfile = open(txt_outpath, "w") + + + """ Convert the data to YOLO format """ + ct = 0 + for line in lines: + #print('lenth of line is: ') + #print(len(line)) + #print('\n') + if(len(line) >= 2): + ct = ct + 1 + print(line + "\n") + elems = line.split(' ') + print(elems) + xmin = elems[0] + xmax = elems[2] + ymin = elems[1] + ymax = elems[3] + # + img_path = str('%s/%s/images/%s/%s.JPEG'%(wd, workingDirectory, cls, os.path.splitext(txt_name)[0])) + #t = magic.from_file(img_path) + #wh= re.search('(\d+) x (\d+)', t).groups() + im=Image.open(img_path) + w= int(im.size[0]) + h= int(im.size[1]) + #w = int(xmax) - int(xmin) + #h = int(ymax) - int(ymin) + # print(xmin) + print(w, h) + b = (float(xmin), float(xmax), float(ymin), float(ymax)) + bb = convert((w,h), b) + print(bb) + txt_outfile.write(str(cls_id) + " " + " ".join([str(a) for a in bb]) + '\n') + + """ Save those images with bb into list""" + if(ct != 0): + list_file.write('%s/%s/images/%s/%s.JPEG\n'%(wd, workingDirectory, cls, os.path.splitext(txt_name)[0])) + +list_file.close() From 904670948409c7526d1c7e8f56097ead5f9ee3e8 Mon Sep 17 00:00:00 2001 From: Raj Pawan Gumdal Date: Fri, 2 Feb 2018 20:28:29 +0530 Subject: [PATCH 3/8] Jinesh authored this initially. check.py file is needed to see if every image file is properly associated with a text annotation file. The script finally copies only those image files for which it has a corresponding text annotation. Multiple annotation in a single image file and the corresponding image files are moved into a separate folder to keep it clean. --- check.py | 53 +++++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 53 insertions(+) create mode 100644 check.py diff --git a/check.py b/check.py new file mode 100644 index 00000000..c06a9dc0 --- /dev/null +++ b/check.py @@ -0,0 +1,53 @@ +import os +from shutil import copyfile +labelFolder = "/Labels/004/" +imagesFolder = "/Images/004/" +arr = os.listdir('./Images/004/') +outputFolder = "/Result/" +multipleResultsFolder = "/multiple-result/" +print (arr) +outputDirectory = os.path.join(os.getcwd(), outputFolder) +multipleResultsDirectory = os.path.join(os.getcwd(), multipleResultsFolder) +for file in arr: + # compose JPEG file name + textFile = file.replace(".JPEG",".txt") + jpegFile = os.path.join(os.getcwd() +imagesFolder, file) + filePath = os.path.join(os.getcwd() +labelFolder, textFile) + print ('Hello World!') + print ('JPEG file exists: ' + str(os.path.isfile(jpegFile))) + print ('Text file exists: ' + str(os.path.isfile(filePath))) + if (os.path.isfile(jpegFile) and os.path.isfile(filePath)): + print ('Both files exists') + try: + f = open(filePath, "r") + #num_lines = sum(1 for line in f) + print ("File contents: ") + print (f) + length = len(f.readlines()) + f.close() + print(length) + if (length <= 1 ): + print("Less in length") + #delete image and text file + #os.remove(jpegFile) + #f.close() + #os.remove(filePath) + #continue + elif(length > 2): + print("Moving this File to multiple result directory") + #os.rename(jpegFile, os.path.join(os.getcwd(), imagesFolder) + "/" + "multiple/" + file) + #os.rename(filePath, os.path.join(os.getcwd(), labelFolder) + "/" + "multiple/" + textFile) + copyfile (jpegFile, os.path.join(os.getcwd() + multipleResultsFolder + "/images/", file)) + copyfile (filePath, os.path.join(os.getcwd() + multipleResultsFolder + "/labels/", textFile)) + else: + print("Moving this File to result directory") + copyfile (jpegFile, os.path.join(os.getcwd() + outputFolder + "/images/", file)) + copyfile (filePath, os.path.join(os.getcwd() + outputFolder + "/labels/", textFile)) + except Exception as e: + print(e) + #delete file + #os.remove(jpegFile) + else: + print ("Image and text counterpart not found!") + print ("JPEG File: " + jpegFile) + print ("Text File: " + filePath) From 17ffbb932e025d512ee077ccec6f34d996614d3d Mon Sep 17 00:00:00 2001 From: Raj Pawan Gumdal Date: Fri, 2 Feb 2018 20:31:06 +0530 Subject: [PATCH 4/8] process.py file is from https://timebutt.github.io/static/how-to-train-yolov2-to-detect-custom-objects/. This file randomly categorizes an image into training or test data based on the percentage configured in the script for testing. The output of this is fed into darknet for training purpose --- process.py | 29 +++++++++++++++++++++++++++++ 1 file changed, 29 insertions(+) create mode 100644 process.py diff --git a/process.py b/process.py new file mode 100644 index 00000000..6df452f8 --- /dev/null +++ b/process.py @@ -0,0 +1,29 @@ +import glob, os + +# Current directory +current_dir = os.path.dirname(os.path.abspath(__file__)) +folderName = "TrainingImagesWithAnnotation" + +# Directory where the data will reside, relative to 'darknet.exe' +path_data = 'data/obj/' + +# Percentage of images to be used for the test set +percentage_test = 10; + +# Create and/or truncate train.txt and test.txt +file_train = open('train.txt', 'w') +file_test = open('test.txt', 'w') + +# Populate train.txt and test.txt +counter = 1 +index_test = round(100 / percentage_test) +print ("Current directory: " + current_dir) +for pathAndFilename in glob.iglob(os.path.join(current_dir + "/" + folderName, "*.JPEG")): + title, ext = os.path.splitext(os.path.basename(pathAndFilename)) + + if counter == index_test: + counter = 1 + file_test.write(path_data + title + '.JPEG' + "\n") + else: + file_train.write(path_data + title + '.JPEG' + "\n") + counter = counter + 1 \ No newline at end of file From 701c93a4ebc2faaaa43dd44504086181e0902537 Mon Sep 17 00:00:00 2001 From: Raj Pawan Gumdal Date: Fri, 2 Feb 2018 20:57:23 +0530 Subject: [PATCH 5/8] ProcessImages.workflow is an automator script to do the following in order: 1. Get the images to work on 2. Change the type of the images to JPEG format 3. Change extension of all files to .JPEG (some files will have .jpg and .JPG etc.) because the BBox tool will accept only *.JPEG extension files. 4. Scale all the images to 320 px in largest side so that Bbox tool will have a neat image to work on and it will be easy for ML training as well. --- ProcessImages.workflow/Contents/Info.plist | 8 + .../Contents/QuickLook/Preview.png | Bin 0 -> 154625 bytes .../Contents/document.wflow | 883 ++++++++++++++++++ 3 files changed, 891 insertions(+) create mode 100644 ProcessImages.workflow/Contents/Info.plist create mode 100644 ProcessImages.workflow/Contents/QuickLook/Preview.png create mode 100644 ProcessImages.workflow/Contents/document.wflow diff --git a/ProcessImages.workflow/Contents/Info.plist b/ProcessImages.workflow/Contents/Info.plist new file mode 100644 index 00000000..db6de059 --- /dev/null +++ b/ProcessImages.workflow/Contents/Info.plist @@ -0,0 +1,8 @@ + + + + + CFBundleName + ProcessImages + + diff --git a/ProcessImages.workflow/Contents/QuickLook/Preview.png b/ProcessImages.workflow/Contents/QuickLook/Preview.png new file mode 100644 index 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com.apple.cocoa.path + + + AMActionVersion + 1.3.2 + AMApplication + + Finder + + AMParameterProperties + + caseIndicator + + dateFormat + + datePlacement + + dateSeparator + + dateToUse + + defaultName + + ignoreCase + + includeExtensions + + insertionPosition + + minimumCount + + nameDateSeparator + + nameSingleItem + + numberLocation + + numberSeparator + + renameItems + + renameType + + replaceWithText + + tokenizedValue + + JPEG + + + singleItemOption + + startingNumber + + textInput + + textToFind + + tokenizedValue + + jpg + + + useLeadingZeros + + + AMProvides + + Container + List + Types + + com.apple.cocoa.path + + + ActionBundlePath + /System/Library/Automator/Rename Finder Items.action + ActionName + Rename Finder Items: Replace Text + ActionParameters + + caseIndicator + 1 + dateFormat + 0 + datePlacement + 0 + dateSeparator + 0 + dateToUse + 0 + defaultName + + ignoreCase + + includeExtensions + 2 + insertionPosition + 0 + minimumCount + 2 + nameDateSeparator + 0 + nameSingleItem + + numberLocation + 0 + numberSeparator + 0 + renameItems + 0 + renameType + 4 + replaceWithText + JPEG + singleItemOption + 0 + startingNumber + 1 + textInput + + textToFind + jpg + useLeadingZeros + + + BundleIdentifier + com.apple.Automator.AddNumbersToFinderNames + CFBundleVersion + 1.3.2 + CanShowSelectedItemsWhenRun + + CanShowWhenRun + + Category + + AMCategoryFilesAndFolders + + Class Name + AMRenameFinderItemsAction + InputUUID + 0F0A06E4-66E7-4BB4-9AB8-A39840CC8096 + Keywords + + Name + File + Folder + Add + Number + Change + Case + Rename + Date + Time + Set + Text + Find + Replace + Make + Sequential + + OutputUUID + EE13DDA9-3F45-43D5-B6DC-88C9C050AFE3 + UUID + 95701AB7-EBB4-4546-88D7-6C79AC3ECE4A + UnlocalizedApplications + + Finder + + arguments + + 0 + + default value + 0 + name + nameDateSeparator + required + 0 + type + 0 + uuid + 0 + + 1 + + default value + + name + textToFind + required + 0 + type + 0 + uuid + 1 + + 10 + + default value + + name + nameSingleItem + required + 0 + type + 0 + uuid + 10 + + 11 + + default value + + name + ignoreCase + required + 0 + type + 0 + uuid + 11 + + 12 + + default value + + name + textInput + required + 0 + type + 0 + uuid + 12 + + 13 + + default value + 0 + name + dateToUse + required + 0 + type + 0 + uuid + 13 + + 14 + + default value + 0 + name + includeExtensions + required + 0 + type + 0 + uuid + 14 + + 15 + + default value + + name + replaceWithText + required + 0 + type + 0 + uuid + 15 + + 16 + + default value + 0 + name + renameItems + required + 0 + type + 0 + uuid + 16 + + 17 + + default value + + name + defaultName + required + 0 + type + 0 + uuid + 17 + + 18 + + default value + 1 + name + startingNumber + required + 0 + type + 0 + uuid + 18 + + 19 + + default value + 0 + name + numberSeparator + required + 0 + type + 0 + uuid + 19 + + 2 + + default value + 0 + name + datePlacement + required + 0 + type + 0 + uuid + 2 + + 20 + + default value + 0 + name + caseIndicator + required + 0 + type + 0 + uuid + 20 + + 21 + + default value + 0 + name + dateFormat + required + 0 + type + 0 + uuid + 21 + + 3 + + default value + 0 + name + insertionPosition + required + 0 + type + 0 + uuid + 3 + + 4 + + default value + 0 + name + dateSeparator + required + 0 + type + 0 + uuid + 4 + + 5 + + default value + 2 + name + minimumCount + required + 0 + type + 0 + uuid + 5 + + 6 + + default value + 0 + name + numberLocation + required + 0 + type + 0 + uuid + 6 + + 7 + + default value + + name + useLeadingZeros + required + 0 + type + 0 + uuid + 7 + + 8 + + default value + 0 + name + singleItemOption + required + 0 + type + 0 + uuid + 8 + + 9 + + default value + 0 + name + renameType + required + 0 + type + 0 + uuid + 9 + + + conversionLabel + 0 + isViewVisible + + location + 248.500000:636.000000 + nibPath + /System/Library/Automator/Rename Finder Items.action/Contents/Resources/Base.lproj/main.nib + + isViewVisible + + + + action + + AMAccepts + + Container + List + Optional + + Types + + com.apple.cocoa.path + + + AMActionVersion + 1.3.1 + AMApplication + + Preview + + AMParameterProperties + + percentageValue + + scaleMethod + + scaleValue + + sizeValue + + + AMProvides + + Container + List + Types + + com.apple.cocoa.path + + + ActionBundlePath + /System/Library/Automator/Scale Images.action + ActionName + Scale Images + ActionParameters + + percentageValue + 100 + scaleMethod + 0 + scaleValue + 0 + sizeValue + 320 + + BundleIdentifier + com.apple.Automator.ScaleImage + CFBundleVersion + 1.3.1 + CanShowSelectedItemsWhenRun + + CanShowWhenRun + + Category + + AMCategoryPhotos + + Class Name + AMScaleImagesAction + InputUUID + C757196A-0313-4C60-8046-585D5A4B6985 + Keywords + + Image + Photo + Scale + Change + + OutputUUID + ED979F23-13E2-483F-B523-C5554A5EE9B3 + UUID + 29DDFD30-12AE-460D-BDE1-C7F96075940B + UnlocalizedApplications + + Preview + + arguments + + 0 + + default value + 100 + name + percentageValue + required + 0 + type + 0 + uuid + 0 + + 1 + + default value + 0 + name + scaleValue + required + 0 + type + 0 + uuid + 1 + + 2 + + default value + 0 + name + scaleMethod + required + 0 + type + 0 + uuid + 2 + + 3 + + default value + 480 + name + sizeValue + required + 0 + type + 0 + uuid + 3 + + + conversionLabel + 0 + isViewVisible + + location + 248.500000:741.000000 + nibPath + /System/Library/Automator/Scale Images.action/Contents/Resources/Base.lproj/main.nib + + isViewVisible + + + + connectors + + 9156CD08-BE78-40A2-A343-11EF5D6803A6 + + from + 0BEC556E-EA09-484A-9F98-8FB2E335ABA3 - 0BEC556E-EA09-484A-9F98-8FB2E335ABA3 + to + 95701AB7-EBB4-4546-88D7-6C79AC3ECE4A - 95701AB7-EBB4-4546-88D7-6C79AC3ECE4A + + 96F89E54-2569-4E61-8B1E-1ECE796D0C50 + + from + D53523DA-0107-41B1-AF26-994C959D0368 - D53523DA-0107-41B1-AF26-994C959D0368 + to + 0BEC556E-EA09-484A-9F98-8FB2E335ABA3 - 0BEC556E-EA09-484A-9F98-8FB2E335ABA3 + + A1D784D6-A1C5-413E-9EDC-22C1E24DB933 + + from + 95701AB7-EBB4-4546-88D7-6C79AC3ECE4A - 95701AB7-EBB4-4546-88D7-6C79AC3ECE4A + to + 29DDFD30-12AE-460D-BDE1-C7F96075940B - 29DDFD30-12AE-460D-BDE1-C7F96075940B + + + workflowMetaData + + workflowTypeIdentifier + com.apple.Automator.workflow + + + From ee104a19be9e58115157bd6e3a914c593f88bf52 Mon Sep 17 00:00:00 2001 From: gumdal Date: Fri, 2 Feb 2018 21:03:27 +0530 Subject: [PATCH 6/8] Updated Readme Updated the readme with additional information on the automator, process.py, check.py and convert.py scripts. --- README.md | 16 ++++++++++++++++ 1 file changed, 16 insertions(+) diff --git a/README.md b/README.md index 5c823f37..82c3772a 100644 --- a/README.md +++ b/README.md @@ -40,3 +40,19 @@ Usage - To delete all existing bounding boxes in the image, simply click `ClearAll`. 3. After finishing one image, click `Next` to advance. Likewise, click `Prev` to reverse. Or, input an image id and click `Go` to navigate to the speficied image. - Be sure to click `Next` after finishing a image, or the result won't be saved. + + +ProcessImages.workflow is an automator script to do the following in order: + - 1. Get the images to work on + - 2. Change the type of the images to JPEG format + - 3. Change extension of all files to .JPEG (some files will have .jpg and .JPG etc.) because the BBox tool will accept only *.JPEG extension files. + - 4. Scale all the images to 320 px in largest side so that Bbox tool will have a neat image to work on and it will be easy for ML training as well. + + +process.py file is from https://timebutt.github.io/static/how-to-train-yolov2-to-detect-custom-objects/. This file randomly categorizes an image into training or test data based on the percentage configured in the script for testing. The output of this is fed into darknet for training purpose + + +check.py - Jinesh authored this initially. check.py file is needed to see if every image file is properly associated with a text annotation file. The script finally copies only those image files for which it has a corresponding text annotation. Multiple annotation in a single image file and the corresponding image files are moved into a separate folder to keep it clean. + + +Added convert.py from https://github.com/Guanghan/darknet/blob/master/scripts/convert.py with modifications within it. The basic purpose of this script is to convert the BBox label annotation into Yolo format From ec965bc89670435e4f58a509f097097bc086aec1 Mon Sep 17 00:00:00 2001 From: Raj Pawan Gumdal Date: Fri, 2 Feb 2018 22:06:58 +0530 Subject: [PATCH 7/8] changeClass.py script changes the class index name in all the text files in a folder to the desired index from corresponding *.names file which will be consequently fed in for training --- changeClass.py | 23 +++++++++++++++++++++++ 1 file changed, 23 insertions(+) create mode 100644 changeClass.py diff --git a/changeClass.py b/changeClass.py new file mode 100644 index 00000000..e8154325 --- /dev/null +++ b/changeClass.py @@ -0,0 +1,23 @@ +import os +from shutil import copyfile + +labelFolder = "/obj/" +newLabelFolder = "/newObj/" +arr = os.listdir('./obj/') +for file in arr: + if file.endswith ('.txt'): + filePath = os.path.join(os.getcwd() +labelFolder, file) + newfilePath = os.path.join(os.getcwd() +newLabelFolder, file) + f = open(filePath, "r") + fout = open (newfilePath, "w") + lines = f.readlines() + for line in lines: + fout.write(line.replace ('0','21',1)) + #f.write (line.replace ('0','21',1)) + #with open(filePath) as fin, open(os.path.join(os.getcwd() +newLabelFolder, file), "w") as fout: + #for line in fin: + #fout.write(line.replace ('0','21',1)) + #f.write (line.replace ('0','21',1)) + else: + copyfile (os.path.join(os.getcwd() + labelFolder, file), os.path.join(os.getcwd() + newLabelFolder, file)) + \ No newline at end of file From e201faea9119db3f27bd6f806fd7966700c22510 Mon Sep 17 00:00:00 2001 From: Raj Pawan Gumdal Date: Mon, 5 Feb 2018 18:38:09 +0530 Subject: [PATCH 8/8] Some basic file header documentation into individual files --- changeClass.py | 2 ++ check.py | 2 ++ convert.py | 2 ++ process.py | 2 ++ 4 files changed, 8 insertions(+) diff --git a/changeClass.py b/changeClass.py index e8154325..2d61eef0 100644 --- a/changeClass.py +++ b/changeClass.py @@ -1,3 +1,5 @@ +#changeClass.py script changes the class index name in all the text files in a folder to the desired index from corresponding *.names file which will be consequently fed in for training + import os from shutil import copyfile diff --git a/check.py b/check.py index c06a9dc0..59340634 100644 --- a/check.py +++ b/check.py @@ -1,3 +1,5 @@ +#Jinesh authored this initially. check.py file is needed to see if every image file is properly associated with a text annotation file. The script finally copies only those image files for which it has a corresponding text annotation. Multiple annotation in a single image file and the corresponding image files are moved into a separate folder to keep it clean. + import os from shutil import copyfile labelFolder = "/Labels/004/" diff --git a/convert.py b/convert.py index 0ccd2fe8..c82ec83f 100644 --- a/convert.py +++ b/convert.py @@ -8,6 +8,8 @@ Email: gnxr9@mail.missouri.edu """ +#Added convert.py from https://github.com/Guanghan/darknet/blob/master/scripts/convert.py with modifications within it. The basic purpose of this script is to convert the BBox label annotation into Yolo format + import os from os import walk, getcwd from PIL import Image diff --git a/process.py b/process.py index 6df452f8..bfc22d25 100644 --- a/process.py +++ b/process.py @@ -1,3 +1,5 @@ +#process.py file is from https://timebutt.github.io/static/how-to-train-yolov2-to-detect-custom-objects/. This file randomly categorizes an image into training or test data based on the percentage configured in the script for testing. The output of this is fed into darknet for training purpose + import glob, os # Current directory