updates
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4
train.py
4
train.py
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@ -205,7 +205,7 @@ def train(cfg,
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model_info(model, report='summary') # 'full' or 'summary'
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model_info(model, report='summary') # 'full' or 'summary'
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nb = len(dataloader)
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nb = len(dataloader)
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maps = np.zeros(nc) # mAP per class
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maps = np.zeros(nc) # mAP per class
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results = (0, 0, 0, 0, 0) # P, R, mAP, F1, test_loss
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results = (0, 0, 0, 0, 0, 0, 0) # P, R, mAP, F1, test_loss
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# n_burnin = min(round(nb / 5 + 1), 1000) # burn-in batches
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# n_burnin = min(round(nb / 5 + 1), 1000) # burn-in batches
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t0 = time.time()
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t0 = time.time()
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for epoch in range(start_epoch, epochs):
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for epoch in range(start_epoch, epochs):
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@ -341,7 +341,7 @@ if __name__ == '__main__':
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parser.add_argument('--cfg', type=str, default='cfg/yolov3-spp.cfg', help='cfg file path')
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parser.add_argument('--cfg', type=str, default='cfg/yolov3-spp.cfg', help='cfg file path')
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parser.add_argument('--data', type=str, default='data/coco.data', help='coco.data file path')
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parser.add_argument('--data', type=str, default='data/coco.data', help='coco.data file path')
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parser.add_argument('--multi-scale', action='store_true', help='train at (1/1.5)x - 1.5x sizes')
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parser.add_argument('--multi-scale', action='store_true', help='train at (1/1.5)x - 1.5x sizes')
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parser.add_argument('--img-size', type=int, default=416, help='inference size (pixels)')
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parser.add_argument('--img-size', type=int, default=320, help='inference size (pixels)')
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parser.add_argument('--rect', action='store_true', help='rectangular training')
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parser.add_argument('--rect', action='store_true', help='rectangular training')
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parser.add_argument('--resume', action='store_true', help='resume training flag')
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parser.add_argument('--resume', action='store_true', help='resume training flag')
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parser.add_argument('--transfer', action='store_true', help='transfer learning flag')
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parser.add_argument('--transfer', action='store_true', help='transfer learning flag')
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