- [
- {'type': 'net', 'batch': 1, 'subdivisions': 1, 'width': 416, 'height': 416, 'channels': 3, 'momentum': '0.9', 'decay': '0.0005', 'angle': 0, 'saturation': '1.5', 'exposure': '1.5', 'hue': '.1', 'learning_rate': '0.001', 'burn_in': 1000, 'max_batches': 500200, 'policy': 'steps', 'steps': '400000,450000', 'scales': '.1,.1'},
- {'type': 'convolutional', 'batch_normalize': 1, 'filters': 16, 'size': 3, 'stride': 1, 'pad': 1, 'activation': 'leaky'},
- {'type': 'maxpool', 'size': 2, 'stride': 2},
- {'type': 'convolutional', 'batch_normalize': 1, 'filters': 32, 'size': 3, 'stride': 1, 'pad': 1, 'activation': 'leaky'},
- {'type': 'maxpool', 'size': 2, 'stride': 2},
- {'type': 'convolutional', 'batch_normalize': 1, 'filters': 64, 'size': 3, 'stride': 1, 'pad': 1, 'activation': 'leaky'},
- {'type': 'maxpool', 'size': 2, 'stride': 2},
- {'type': 'convolutional', 'batch_normalize': 1, 'filters': 128, 'size': 3, 'stride': 1, 'pad': 1, 'activation':'leaky'},
- {'type': 'maxpool', 'size': 2, 'stride': 2},
- {'type': 'convolutional', 'batch_normalize': 1, 'filters': 256, 'size': 3, 'stride': 1, 'pad': 1, 'activation': 'leaky'},
- {'type': 'maxpool', 'size': 2, 'stride': 2},
- {'type': 'convolutional', 'batch_normalize': 1, 'filters': 512, 'size': 3, 'stride': 1, 'pad': 1, 'activation': 'leaky'},
- {'type': 'maxpool', 'size': 2, 'stride': 1},
- {'type': 'convolutional', 'batch_normalize': 1, 'filters': 1024, 'size': 3, 'stride': 1, 'pad': 1, 'activation': 'leaky'},
- {'type': 'convolutional', 'batch_normalize': 1, 'filters': 256, 'size': 1, 'stride': 1, 'pad': 1, 'activation': 'leaky'},
- {'type': 'convolutional', 'batch_normalize': 1, 'filters': 512, 'size': 3, 'stride': 1, 'pad': 1, 'activation': 'leaky'},
- {'type': 'convolutional', 'batch_normalize': 0, 'size': 1, 'stride': 1, 'pad': 1, 'filters': 255, 'activation': 'linear'},
- {'type': 'yolo', 'mask': [3, 4, 5], 'anchors': array([[ 10, 14],
- [ 23, 27],
- [ 37, 58],
- [ 81, 82],
- [ 135, 169],
- [ 344, 319]]), 'classes': 80, 'num': 6, 'jitter': '.3', 'ignore_thresh': '.7', 'truth_thresh': 1, 'random': 1},
- {'type': 'route', 'layers': [-4]},
- {'type': 'convolutional', 'batch_normalize': 1, 'filters': 128, 'size': 1, 'stride': 1, 'pad': 1, 'activation': 'leaky'},
- {'type': 'upsample', 'stride': 2},
- {'type': 'route', 'layers': [-1, 8]},
- {'type': 'convolutional', 'batch_normalize': 1, 'filters': 256, 'size': 3, 'stride': 1, 'pad': 1, 'activation': 'leaky'},
- {'type': 'convolutional', 'batch_normalize': 0, 'size': 1, 'stride': 1, 'pad': 1, 'filters': 255, 'activation': 'linear'},
- {'type': 'yolo', 'mask': [1, 2, 3], 'anchors': array([[ 10, 14],
- [ 23, 27],
- [ 37, 58],
- [ 81, 82],
- [ 135, 169],
- [ 344, 319]]), 'classes': 80, 'num': 6, 'jitter': '.3', 'ignore_thresh': '.7', 'truth_thresh': 1, 'random': 1}
- ]
复制代码 |