| import sys
|
| import os
|
| import shutil
|
|
|
| from tqdm import tqdm
|
|
|
|
|
| def CreateYaml(newDatasetFolder):
|
| pathYaml = f'{newDatasetFolder}/{newDatasetFolder}.yaml'
|
|
|
| userName = '{user}'
|
|
|
| if os.path.exists(pathYaml):
|
| os.remove(pathYaml)
|
| with open(pathYaml, 'w', newline='\n') as f:
|
| f.write(f'''
|
| train: /home/{userName}/datasets/ApplesM5/{newDatasetFolder}/yolos/images/trains
|
| val: /home/{userName}/datasets/ApplesM5/{newDatasetFolder}/yolos/images/vals
|
|
|
| nc: 1
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| names:
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| 0: 'Apple'
|
|
|
| ''')
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| f.flush()
|
|
|
|
|
| def IgnorePlusHash(src, names):
|
|
|
| return [name for name in names if '+#' in name]
|
|
|
| if __name__ == "__main__":
|
|
|
| originsFolders = [
|
| 'synetic-bg',
|
| 'real',
|
| 'real-original'
|
| ]
|
|
|
| newFolders = [
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| 'synetic',
|
|
|
| 'synetic-bg-train+real-val',
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| 'synetic-train+real-val',
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| 'synetic+real',
|
|
|
| 'synetic-bg-train+real-original-val',
|
| 'synetic-train+real-original-val',
|
| 'synetic+real-original',
|
| ]
|
|
|
| for originFolder in originsFolders:
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| CreateYaml(originFolder)
|
|
|
| newDatasetsFoldersAndTrainsValsOrigins = [
|
| [ 'synetic', ['synetic-bg'], ['synetic-bg'], True ],
|
|
|
| [ 'synetic-bg-train+real-val', ['synetic-bg'], ['real'], False ],
|
| [ 'synetic-train+real-val', ['synetic-bg'], ['real'], False ],
|
| [ 'synetic+real', ['synetic', 'real'], ['synetic', 'real'], False ],
|
|
|
| [ 'synetic-bg-train+real-original-val', ['synetic-bg'], ['real-original'], False ],
|
| [ 'synetic-train+real-original-val', ['synetic-bg'], ['real-original'], False ],
|
| [ 'synetic+real-original', ['synetic', 'real-original'], ['synetic', 'real-original'], False ],
|
| ]
|
|
|
| datasFormats = ['images', 'labels']
|
|
|
| datasOriginsTypes = ['trains', 'vals']
|
|
|
| for (newDatasetFolder, trainsOrigins, valsOrigins, ignorePlusHash) in newDatasetsFoldersAndTrainsValsOrigins:
|
| print(f'Processing: {newDatasetFolder}..')
|
|
|
| if os.path.exists(newDatasetFolder):
|
| shutil.rmtree(newDatasetFolder)
|
| os.makedirs(newDatasetFolder)
|
|
|
| CreateYaml(newDatasetFolder)
|
|
|
| for dataOriginType, datasOrigins in tqdm(zip(datasOriginsTypes, [trainsOrigins, valsOrigins])):
|
| for dataOrigin in datasOrigins:
|
| for dataFormat in datasFormats:
|
| src = f'./{dataOrigin}/yolos/{dataFormat}/{dataOriginType}/'
|
| dst = f'{newDatasetFolder}/yolos/{dataFormat}/{dataOriginType}/'
|
|
|
| if ignorePlusHash:
|
| shutil.copytree(src, dst, dirs_exist_ok=True, ignore=IgnorePlusHash)
|
| else:
|
| shutil.copytree(src, dst, dirs_exist_ok=True)
|
|
|
