rename eval
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@@ -233,7 +233,7 @@ def test(data,
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if __name__ == '__main__':
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if __name__ == '__main__':
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parser = argparse.ArgumentParser(prog='test.py')
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parser = argparse.ArgumentParser(prog='eval.py')
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parser.add_argument('--weights', nargs='+', type=str, default='yolov5s.pt', help='model.pt path(s)')
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parser.add_argument('--weights', nargs='+', type=str, default='yolov5s.pt', help='model.pt path(s)')
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parser.add_argument('--data', type=str, default='data/coco128.yaml', help='*.data path')
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parser.add_argument('--data', type=str, default='data/coco128.yaml', help='*.data path')
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parser.add_argument('--batch-size', type=int, default=32, help='size of each image batch')
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parser.add_argument('--batch-size', type=int, default=32, help='size of each image batch')
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@@ -7,7 +7,7 @@ import torch.optim.lr_scheduler as lr_scheduler
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import torch.utils.data
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import torch.utils.data
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from torch.utils.tensorboard import SummaryWriter
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from torch.utils.tensorboard import SummaryWriter
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import test # import test.py to get mAP after each epoch
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import eval # import eval.py to get mAP after each epoch
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from models.yolo import Model
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from models.yolo import Model
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from utils import google_utils
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from utils import google_utils
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from utils.datasets import *
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from utils.datasets import *
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@@ -291,7 +291,7 @@ def train(hyp):
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ema.update_attr(model, include=['md', 'nc', 'hyp', 'gr', 'names', 'stride'])
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ema.update_attr(model, include=['md', 'nc', 'hyp', 'gr', 'names', 'stride'])
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final_epoch = epoch + 1 == epochs
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final_epoch = epoch + 1 == epochs
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if not opt.notest or final_epoch: # Calculate mAP
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if not opt.notest or final_epoch: # Calculate mAP
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results, maps, times = test.test(opt.data,
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results, maps, times = eval.test(opt.data,
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batch_size=batch_size,
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batch_size=batch_size,
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imgsz=imgsz_test,
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imgsz=imgsz_test,
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save_json=final_epoch and opt.data.endswith(os.sep + 'coco.yaml'),
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save_json=final_epoch and opt.data.endswith(os.sep + 'coco.yaml'),
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@@ -1087,7 +1087,7 @@ def plot_targets_txt(): # from utils.utils import *; plot_targets_txt()
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def plot_study_txt(f='study.txt', x=None): # from utils.utils import *; plot_study_txt()
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def plot_study_txt(f='study.txt', x=None): # from utils.utils import *; plot_study_txt()
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# Plot study.txt generated by test.py
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# Plot study.txt generated by eval.py
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fig, ax = plt.subplots(2, 4, figsize=(10, 6), tight_layout=True)
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fig, ax = plt.subplots(2, 4, figsize=(10, 6), tight_layout=True)
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ax = ax.ravel()
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ax = ax.ravel()
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