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Browse files- train_report.json +80 -0
train_report.json
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{
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"base": "cpsam_v2",
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"n_pairs": 115,
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"n_train": 104,
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"n_test": 11,
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"n_epochs": 100,
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"weights": "/media/carruthers/mnt3/claude/toxoplasma_projects/cellpose_toxo_v2/models/cpsam_v2_toxo",
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"f1_at_0.5": 0.8668,
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"precision_at_0.5": 0.8482,
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"recall_at_0.5": 0.8862,
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"mAP_0.5_0.9": 0.5952,
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"aggregated_jaccard": 0.8083,
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"pixel_iou_jaccard": 0.7723,
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"dice": 0.8349,
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"per_iou": [
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{
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"iou": 0.5,
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"tp": 553,
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"fp": 99,
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"fn": 71,
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"precision": 0.8482,
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"recall": 0.8862,
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"f1": 0.8668,
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"AP": 0.7987
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},
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{
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"iou": 0.6,
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"tp": 536,
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"fp": 116,
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"fn": 88,
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"precision": 0.8221,
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"recall": 0.859,
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"f1": 0.8401,
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"AP": 0.7756
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},
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{
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"iou": 0.7,
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"tp": 502,
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"fp": 150,
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"fn": 122,
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"precision": 0.7699,
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"recall": 0.8045,
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"f1": 0.7868,
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"AP": 0.7137
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},
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{
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"iou": 0.8,
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"tp": 431,
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"fp": 221,
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"fn": 193,
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"precision": 0.661,
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"recall": 0.6907,
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"f1": 0.6755,
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"AP": 0.4988
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},
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{
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"iou": 0.9,
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"tp": 213,
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"fp": 439,
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"fn": 411,
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"precision": 0.3267,
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"recall": 0.3413,
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"f1": 0.3339,
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"AP": 0.1892
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}
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],
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"test_names": [
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"plate1_F19_16.tif",
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"plate2_C07_19.tif",
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"plate2_G24_16.tif",
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"plate2_I07_2.tif",
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"plate5_D07_14.tif",
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"plate6_G23_17.tif",
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"plate6_N12_15.tif",
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"plate7_E09_23.tif",
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"plate7_F17_15.tif",
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"plate7_F18_2.tif",
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"plate7_K07_8.tif"
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]
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}
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