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Simplify the training process #13

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Simplify the training process #13

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b9a3e7c
Create CommonCommands.txt
superbayes Jul 11, 2022
f14cff4
Update CommonCommands.txt
superbayes Jul 11, 2022
1e54757
Update CommonCommands.txt
superbayes Jul 11, 2022
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Update CommonCommands.txt
superbayes Jul 11, 2022
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Update CommonCommands.txt
superbayes Jul 11, 2022
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Delete CommonCommands.txt
superbayes Jul 12, 2022
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Create tool.py
superbayes Jul 12, 2022
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24 changes: 22 additions & 2 deletions utils/tool.py
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Original file line number Diff line number Diff line change
Expand Up @@ -8,8 +8,8 @@ def __init__(self, path):
with open(path, encoding='utf8') as f:
data = yaml.load(f, Loader=yaml.FullLoader)

self.val_txt = data["DATASET"]["VAL"]
self.train_txt = data["DATASET"]["TRAIN"]
self.val_txt = self.getImgPath_toOneFile(data["DATASET"]["VAL"],'val')
self.train_txt = self.getImgPath_toOneFile(data["DATASET"]["TRAIN"],'train')
self.names = data["DATASET"]["NAMES"]

self.learn_rate = data["TRAIN"]["LR"]
Expand All @@ -23,6 +23,26 @@ def __init__(self, path):
self.category_num = data["MODEL"]["NC"]

print("Load yaml sucess...")

def getImgPath_toOneFile(self,yaml_path:str,name_type:str):
"""
generate txt file : train.txt or val.txt
"""
if yaml_path.endswith('txt'):
return yaml_path

pre_path = os.path.join(yaml_path,'../')
txt_path = os.path.join(pre_path,name_type+'.txt')
f_txt = open(txt_path,'w')
img_path_list = os.listdir(yaml_path)
imgTypeList = ['jpg','png','bmp']
for content in img_path_list:
if content.split('.')[-1] not in imgTypeList:continue
img_full_path = os.path.join(yaml_path,content)
f_txt.write(img_full_path + '\n')
pass
f_txt.close()
return txt_path

class EMA():
def __init__(self, model, decay):
Expand Down