forked from PulseFocusPlatform/PulseFocusPlatform
42 lines
853 B
YAML
42 lines
853 B
YAML
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architecture: YOLOv3
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pretrain_weights: https://paddledet.bj.bcebos.com/models/pretrained/DarkNet53_pretrained.pdparams
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norm_type: sync_bn
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YOLOv3:
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backbone: DarkNet
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neck: YOLOv3FPN
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yolo_head: YOLOv3Head
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post_process: BBoxPostProcess
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DarkNet:
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depth: 53
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return_idx: [2, 3, 4]
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# use default config
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# YOLOv3FPN:
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YOLOv3Head:
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anchors: [[10, 13], [16, 30], [33, 23],
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[30, 61], [62, 45], [59, 119],
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[116, 90], [156, 198], [373, 326]]
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anchor_masks: [[6, 7, 8], [3, 4, 5], [0, 1, 2]]
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loss: YOLOv3Loss
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YOLOv3Loss:
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ignore_thresh: 0.7
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downsample: [32, 16, 8]
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label_smooth: false
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BBoxPostProcess:
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decode:
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name: YOLOBox
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conf_thresh: 0.005
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downsample_ratio: 32
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clip_bbox: true
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nms:
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name: MultiClassNMS
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keep_top_k: 100
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score_threshold: 0.01
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nms_threshold: 0.45
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nms_top_k: 1000
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