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Browse files- .gitattributes +35 -0
- LINKNET/Mag1c-SAS/LinkNet_RGB_tileMag1c_1perc_R3 2/final_checkpoint_model_40ep.ckpt +3 -0
- LINKNET/Mag1c-SAS/LinkNet_RGB_tileMag1c_1perc_R3 2/final_checkpoint_model_40ep.onnx +3 -0
- LINKNET/Mag1c-SAS/LinkNet_RGB_tileMag1c_1perc_R3 2/results_test_40ep.json +1 -0
- LINKNET/Mag1c-SAS/LinkNet_RGB_tileMag1c_1perc_R3 2/train.log +3 -0
- README.md +3 -0
- UNET/CEM/UNet_RGB_CEM_R3 (1)/final_checkpoint_model_40ep.ckpt +3 -0
- UNET/CEM/UNet_RGB_CEM_R3 (1)/final_checkpoint_model_40ep.onnx +3 -0
- UNET/CEM/UNet_RGB_CEM_R3 (1)/results_test_40ep.json +1 -0
- UNET/CEM/UNet_RGB_CEM_R3 (1)/train.log +3 -0
- UNET/Mag1c-SAS/UNet_RGB_tileMag1c_1perc_R1 2/final_checkpoint_model_40ep.ckpt +3 -0
- UNET/Mag1c-SAS/UNet_RGB_tileMag1c_1perc_R1 2/final_checkpoint_model_40ep.onnx +3 -0
- UNET/Mag1c-SAS/UNet_RGB_tileMag1c_1perc_R1 2/results_test_40ep.json +1 -0
- UNET/Mag1c-SAS/UNet_RGB_tileMag1c_1perc_R1 2/train.log +3 -0
.gitattributes
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LINKNET/Mag1c-SAS/LinkNet_RGB_tileMag1c_1perc_R3 2/final_checkpoint_model_40ep.ckpt
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LINKNET/Mag1c-SAS/LinkNet_RGB_tileMag1c_1perc_R3 2/final_checkpoint_model_40ep.onnx
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LINKNET/Mag1c-SAS/LinkNet_RGB_tileMag1c_1perc_R3 2/results_test_40ep.json
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{"auprc": 0.5141643452381448, "auprc_easy": 0.7195168168288433, "auprc_hard": 0.3170535253298438, "precision": 0.5154600739479065, "precision_easy": 0.7614516019821167, "precision_hard": 0.33843332529067993, "recall": 0.5045318007469177, "recall_easy": 0.5124073028564453, "recall_hard": 0.4731447100639343, "f1score": 0.5099374055862427, "f1score_easy": 0.6125848889350891, "f1score_hard": 0.39460885524749756, "TP": 96190, "TP_easy": 78096, "TP_hard": 18094, "TN": 89372176, "TN_easy": 7949588, "TN_hard": 35577972, "FP": 90420, "FP_easy": 24466, "FP_hard": 35370, "FN": 94462, "FN_easy": 74314, "FN_hard": 20148, "iou": 0.34222549200057983, "iou_easy": 0.44152966141700745, "iou_hard": 0.24580231308937073, "balanced_accuracy": 0.7517606019973755, "balanced_accuracy_easy": 0.7546695470809937, "balanced_accuracy_hard": 0.736075758934021, "cohen_kappa": 0.508904218673706, "cohen_kappa_easy": 0.6066499948501587, "cohen_kappa_hard": 0.39385080337524414, "tile_FPR": 0.2628571391105652}
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LINKNET/Mag1c-SAS/LinkNet_RGB_tileMag1c_1perc_R3 2/train.log
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[2025-04-05 00:30:33,021][__main__][INFO] - INITIATING LOGGERS
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[2025-04-05 00:30:45,236][__main__][INFO] - Trained models will be save to: /data/coml-gen-ae/hert6112/python_codes/hyperspectral_models/experiments_v2/LinkNet_RGB_tileMag1c_1perc_R3
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[2025-04-05 07:44:30,299][__main__][INFO] - Finished training!
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README.md
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---
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license: cc-by-4.0
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---
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UNET/CEM/UNet_RGB_CEM_R3 (1)/final_checkpoint_model_40ep.ckpt
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UNET/CEM/UNet_RGB_CEM_R3 (1)/final_checkpoint_model_40ep.onnx
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UNET/CEM/UNet_RGB_CEM_R3 (1)/results_test_40ep.json
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{"auprc": 0.34218364152091385, "auprc_easy": 0.6868661335870835, "auprc_hard": 0.4282144493007015, "precision": 0.29858484864234924, "precision_easy": 0.7787503600120544, "precision_hard": 0.2553893029689789, "recall": 0.5313188433647156, "recall_easy": 0.5020208358764648, "recall_hard": 0.6480832695960999, "f1score": 0.3823184370994568, "f1score_easy": 0.6104898452758789, "f1score_hard": 0.36639416217803955, "TP": 101297, "TP_easy": 76513, "TP_hard": 24784, "TN": 89224636, "TN_easy": 7952316, "TN_hard": 35541082, "FP": 237960, "FP_easy": 21738, "FP_hard": 72260, "FN": 89355, "FN_easy": 75897, "FN_hard": 13458, "iou": 0.23633728921413422, "iou_easy": 0.4393561780452728, "iou_hard": 0.2242855280637741, "balanced_accuracy": 0.7643295526504517, "balanced_accuracy_easy": 0.7496473789215088, "balanced_accuracy_hard": 0.8230270743370056, "cohen_kappa": 0.3806319832801819, "cohen_kappa_easy": 0.604677677154541, "cohen_kappa_hard": 0.36541759967803955, "tile_FPR": 0.5371428728103638}
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UNET/CEM/UNet_RGB_CEM_R3 (1)/train.log
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[2025-03-21 17:17:03,555][__main__][INFO] - INITIATING LOGGERS
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[2025-03-21 17:17:15,043][__main__][INFO] - Trained models will be save to: /data/coml-gen-ae/hert6112/python_codes/hyperspectral_models/experiments_v2/UNet_RGB_CEM_R3
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[2025-03-22 01:16:50,383][__main__][INFO] - Finished training!
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UNET/Mag1c-SAS/UNet_RGB_tileMag1c_1perc_R1 2/final_checkpoint_model_40ep.ckpt
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UNET/Mag1c-SAS/UNet_RGB_tileMag1c_1perc_R1 2/final_checkpoint_model_40ep.onnx
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UNET/Mag1c-SAS/UNet_RGB_tileMag1c_1perc_R1 2/results_test_40ep.json
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{"auprc": 0.4880984287217873, "auprc_easy": 0.7117549845387922, "auprc_hard": 0.42404470156242646, "precision": 0.45622721314430237, "precision_easy": 0.7755750417709351, "precision_hard": 0.33345678448677063, "recall": 0.5867549180984497, "recall_easy": 0.5862738490104675, "recall_hard": 0.5886721611022949, "f1score": 0.5133233666419983, "f1score_easy": 0.6677677631378174, "f1score_hard": 0.4257467985153198, "TP": 111866, "TP_easy": 89354, "TP_hard": 22512, "TN": 89329264, "TN_easy": 7948198, "TN_hard": 35568343, "FP": 133332, "FP_easy": 25856, "FP_hard": 44999, "FN": 78786, "FN_easy": 63056, "FN_hard": 15730, "iou": 0.34528249502182007, "iou_easy": 0.5012397170066833, "iou_hard": 0.2704436480998993, "balanced_accuracy": 0.7926323413848877, "balanced_accuracy_easy": 0.7915157079696655, "balanced_accuracy_hard": 0.7937042713165283, "cohen_kappa": 0.5121561288833618, "cohen_kappa_easy": 0.6623148918151855, "cohen_kappa_hard": 0.42495930194854736, "tile_FPR": 0.3199999928474426}
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UNET/Mag1c-SAS/UNet_RGB_tileMag1c_1perc_R1 2/train.log
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[2025-04-03 22:34:48,013][__main__][INFO] - INITIATING LOGGERS
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[2025-04-03 22:35:00,000][__main__][INFO] - Trained models will be save to: /data/coml-gen-ae/hert6112/python_codes/hyperspectral_models/experiments_v2/UNet_RGB_tileMag1c_1perc_R1
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[2025-04-04 06:47:30,857][__main__][INFO] - Finished training!
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