Upload config.json
Browse files- config.json +47 -0
config.json
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{
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"model": {
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"type": "YOLO11n",
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"pretrained": true,
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"num_classes": 1,
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"input_size": 640
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},
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"dataset": {
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"name": "WIDER FACE",
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"train": {
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"images": "WIDER_train/images",
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"annotations": "WIDER_train/annotations"
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},
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"val": {
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"images": "WIDER_val/images",
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"annotations": "WIDER_val/annotations"
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}
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},
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"training": {
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"epochs": 225,
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"batch_size": 16,
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"learning_rate": 0.001,
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"optimizer": "Adam",
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"momentum": 0.9,
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"weight_decay": 0.0005,
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"scheduler": {
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"type": "StepLR",
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"step_size": 30,
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"gamma": 0.1
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}
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},
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"augmentation": {
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"horizontal_flip": true,
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"vertical_flip": false,
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"rotation": 10,
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"scale": [0.8, 1.2],
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"shear": 2
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},
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"evaluation": {
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"interval": 1,
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"metrics": ["mAP", "precision", "recall"]
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},
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"save": {
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"checkpoint_dir": "checkpoints/",
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"best_model": "model.pth"
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}
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}
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