Create config.yaml
Browse files- config.yaml +30 -0
config.yaml
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model:
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name: NOAA_AFSC_MML_Iceseals_31K
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architecture: YOLOv11n
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nc: 8 # Number of classes
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img_size: 1024
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batch_size: 113
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optimizer: SGD
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lr: 0.01
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momentum: 0.9
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epochs: 64
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dataset:
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train: "path/to/train"
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val: "path/to/val"
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test: "path/to/test"
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classes:
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- bearded_pup
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- bearded_seal
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- ribbon_pup
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- ribbon_seal
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- ringed_pup
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- ringed_seal
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- spotted_pup
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- spotted_seal
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augmentations:
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- Blur: {p: 0.01, blur_limit: [3, 7]}
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- MedianBlur: {p: 0.01, blur_limit: [3, 7]}
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- ToGray: {p: 0.01, num_output_channels: 3, method: "weighted_average"}
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- CLAHE: {p: 0.01, clip_limit: [1.0, 4.0], tile_grid_size: [8, 8]}
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