forked from PulseFocusPlatform/PulseFocusPlatform
43 lines
1.5 KiB
YAML
43 lines
1.5 KiB
YAML
worker_num: 4
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TrainReader:
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inputs_def:
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num_max_boxes: 100
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sample_transforms:
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- Decode: {}
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- Mixup: {alpha: 1.5, beta: 1.5}
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- RandomDistort: {}
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- RandomExpand: {fill_value: [123.675, 116.28, 103.53]}
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- RandomCrop: {}
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- RandomFlip: {}
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batch_transforms:
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- BatchRandomResize: {target_size: [192, 224, 256, 288, 320, 352, 384, 416, 448, 480, 512], random_size: True, random_interp: True, keep_ratio: False}
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- NormalizeBox: {}
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- PadBox: {num_max_boxes: 100}
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- BboxXYXY2XYWH: {}
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- NormalizeImage: {mean: [0.485, 0.456, 0.406], std: [0.229, 0.224, 0.225], is_scale: True}
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- Permute: {}
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- Gt2YoloTarget: {anchor_masks: [[6, 7, 8], [3, 4, 5], [0, 1, 2]], anchors: [[10, 15], [24, 36], [72, 42], [35, 87], [102, 96], [60, 170], [220, 125], [128, 222], [264, 266]], downsample_ratios: [32, 16, 8]}
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batch_size: 32
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shuffle: true
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drop_last: true
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mixup_epoch: 500
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use_shared_memory: true
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EvalReader:
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sample_transforms:
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- Decode: {}
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- Resize: {target_size: [320, 320], keep_ratio: False, interp: 2}
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- NormalizeImage: {mean: [0.485, 0.456, 0.406], std: [0.229, 0.224, 0.225], is_scale: True}
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- Permute: {}
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batch_size: 8
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TestReader:
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inputs_def:
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image_shape: [3, 320, 320]
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sample_transforms:
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- Decode: {}
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- Resize: {target_size: [320, 320], keep_ratio: False, interp: 2}
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- NormalizeImage: {mean: [0.485, 0.456, 0.406], std: [0.229, 0.224, 0.225], is_scale: True}
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- Permute: {}
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batch_size: 1
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