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Create config.yaml

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  1. config.yaml +30 -0
config.yaml ADDED
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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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+
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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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+
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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]}