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- SwinUnet_Loss-cedice_Mode-checkpoint_freeze_Data-All_lr1e-04/best_model.pth +3 -0
- SwinUnet_Loss-cedice_Mode-checkpoint_freeze_Data-All_lr1e-05/best_model.pth +3 -0
- SwinUnet_Loss-cedice_Mode-checkpoint_freeze_Data-Annotated_lr1e-04/best_model.pth +3 -0
- SwinUnet_Loss-cedice_Mode-checkpoint_freeze_Data-Annotated_lr1e-05/best_model.pth +3 -0
- SwinUnet_Loss-cedice_Mode-checkpoint_freeze_Data-Annotated_lr1e-05/history.json +0 -0
- SwinUnet_Loss-cedice_Mode-checkpoint_nofreeze_Data-All_lr1e-04/best_model.pth +3 -0
- SwinUnet_Loss-cedice_Mode-checkpoint_nofreeze_Data-All_lr1e-05/best_model.pth +3 -0
- SwinUnet_Loss-cedice_Mode-checkpoint_nofreeze_Data-Annotated_lr1e-04/best_model.pth +3 -0
- SwinUnet_Loss-cedice_Mode-checkpoint_nofreeze_Data-Annotated_lr1e-05/best_model.pth +3 -0
- SwinUnet_Loss-cedice_Mode-scratch_Data-All_lr1e-04/best_model.pth +3 -0
- SwinUnet_Loss-cedice_Mode-scratch_Data-All_lr1e-05/best_model.pth +3 -0
- SwinUnet_Loss-cedice_Mode-scratch_Data-Annotated_lr1e-04/best_model.pth +3 -0
- SwinUnet_Loss-cedice_Mode-scratch_Data-Annotated_lr1e-05/best_model.pth +3 -0
- SwinUnet_Loss-focal_tversky_Mode-checkpoint_freeze_Data-All_lr1e-04/best_model.pth +3 -0
- SwinUnet_Loss-focal_tversky_Mode-checkpoint_freeze_Data-All_lr1e-04/history.json +2902 -0
- SwinUnet_Loss-focal_tversky_Mode-checkpoint_freeze_Data-All_lr1e-04/test_results.json +28 -0
- SwinUnet_Loss-focal_tversky_Mode-checkpoint_freeze_Data-All_lr1e-05/best_model.pth +3 -0
- SwinUnet_Loss-focal_tversky_Mode-checkpoint_freeze_Data-Annotated_lr1e-04/best_model.pth +3 -0
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- SwinUnet_Loss-focal_tversky_Mode-checkpoint_freeze_Data-Annotated_lr1e-04/test_results.json +28 -0
- SwinUnet_Loss-focal_tversky_Mode-checkpoint_freeze_Data-Annotated_lr1e-05/best_model.pth +3 -0
- SwinUnet_Loss-focal_tversky_Mode-checkpoint_freeze_Data-Annotated_lr1e-05/test_results.json +28 -0
- SwinUnet_Loss-focal_tversky_Mode-checkpoint_nofreeze_Data-All_lr1e-04/best_model.pth +3 -0
- SwinUnet_Loss-focal_tversky_Mode-checkpoint_nofreeze_Data-All_lr1e-04/history.json +2902 -0
- SwinUnet_Loss-focal_tversky_Mode-checkpoint_nofreeze_Data-All_lr1e-04/test_results.json +28 -0
- SwinUnet_Loss-focal_tversky_Mode-checkpoint_nofreeze_Data-All_lr1e-05/best_model.pth +3 -0
- SwinUnet_Loss-focal_tversky_Mode-checkpoint_nofreeze_Data-All_lr1e-05/history.json +2902 -0
- SwinUnet_Loss-focal_tversky_Mode-checkpoint_nofreeze_Data-All_lr1e-05/test_results.json +28 -0
- SwinUnet_Loss-focal_tversky_Mode-checkpoint_nofreeze_Data-Annotated_lr1e-04/best_model.pth +3 -0
- SwinUnet_Loss-focal_tversky_Mode-checkpoint_nofreeze_Data-Annotated_lr1e-04/history.json +0 -0
- SwinUnet_Loss-focal_tversky_Mode-checkpoint_nofreeze_Data-Annotated_lr1e-04/test_results.json +28 -0
- SwinUnet_Loss-focal_tversky_Mode-checkpoint_nofreeze_Data-Annotated_lr1e-05/.ipynb_checkpoints/test_results-checkpoint.json +28 -0
- SwinUnet_Loss-focal_tversky_Mode-checkpoint_nofreeze_Data-Annotated_lr1e-05/best_model.pth +3 -0
- SwinUnet_Loss-focal_tversky_Mode-checkpoint_nofreeze_Data-Annotated_lr1e-05/history.json +0 -0
- SwinUnet_Loss-focal_tversky_Mode-scratch_Data-All_lr1e-04/best_model.pth +3 -0
- SwinUnet_Loss-focal_tversky_Mode-scratch_Data-All_lr1e-04/history.json +2902 -0
- SwinUnet_Loss-focal_tversky_Mode-scratch_Data-All_lr1e-04/test_results.json +28 -0
- SwinUnet_Loss-focal_tversky_Mode-scratch_Data-All_lr1e-05/best_model.pth +3 -0
- SwinUnet_Loss-focal_tversky_Mode-scratch_Data-All_lr1e-05/history.json +2902 -0
- SwinUnet_Loss-focal_tversky_Mode-scratch_Data-All_lr1e-05/test_results.json +28 -0
- SwinUnet_Loss-focal_tversky_Mode-scratch_Data-Annotated_lr1e-04/best_model.pth +3 -0
- SwinUnet_Loss-focal_tversky_Mode-scratch_Data-Annotated_lr1e-04/history.json +0 -0
- SwinUnet_Loss-focal_tversky_Mode-scratch_Data-Annotated_lr1e-04/test_results.json +28 -0
- SwinUnet_Loss-focal_tversky_Mode-scratch_Data-Annotated_lr1e-05/best_model.pth +3 -0
- SwinUnet_Loss-focal_tversky_Mode-scratch_Data-Annotated_lr1e-05/history.json +0 -0
- SwinUnet_Loss-focal_tversky_Mode-scratch_Data-Annotated_lr1e-05/test_results.json +28 -0
- SwinUnet_Loss-unified_focal_Mode-checkpoint_freeze_Data-All_lr1e-04/best_model.pth +3 -0
- SwinUnet_Loss-unified_focal_Mode-checkpoint_freeze_Data-All_lr1e-05/best_model.pth +3 -0
- SwinUnet_Loss-unified_focal_Mode-checkpoint_freeze_Data-Annotated_lr1e-04/best_model.pth +3 -0
- SwinUnet_Loss-unified_focal_Mode-checkpoint_freeze_Data-Annotated_lr1e-05/best_model.pth +3 -0
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| 1 |
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| 2 |
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| 3 |
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| 4 |
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| 5 |
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| 8 |
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| 10 |
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| 11 |
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| 12 |
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| 13 |
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| 14 |
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| 15 |
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| 16 |
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| 17 |
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| 19 |
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| 21 |
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| 22 |
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| 23 |
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| 24 |
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| 28 |
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| 29 |
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| 30 |
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| 31 |
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| 32 |
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| 33 |
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"experiment": "SwinUnet_Loss-focal_tversky_Mode-checkpoint_freeze_Data-Annotated_lr1e-04",
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| 3 |
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| 4 |
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| 5 |
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| 11 |
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| 12 |
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| 13 |
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| 14 |
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|
| 15 |
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| 16 |
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| 17 |
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| 18 |
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| 19 |
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| 23 |
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| 24 |
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| 25 |
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| 26 |
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|
| 27 |
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|
| 28 |
+
}
|
SwinUnet_Loss-focal_tversky_Mode-checkpoint_freeze_Data-Annotated_lr1e-05/best_model.pth
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:86e78cfb7d25dd7c4d95a19dbbbdac1250c0cc1bc92255bf81e83f163968323b
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| 3 |
+
size 166056423
|
SwinUnet_Loss-focal_tversky_Mode-checkpoint_freeze_Data-Annotated_lr1e-05/test_results.json
ADDED
|
@@ -0,0 +1,28 @@
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|
| 1 |
+
{
|
| 2 |
+
"experiment": "SwinUnet_Loss-focal_tversky_Mode-checkpoint_freeze_Data-Annotated_lr1e-05",
|
| 3 |
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"test_loss": 0.38526010513305664,
|
| 4 |
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"metrics": {
|
| 5 |
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"STN": {
|
| 6 |
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"TP": 281.05882352941177,
|
| 7 |
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"FP": 167.88235294117646,
|
| 8 |
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"TN": 49693.82352941176,
|
| 9 |
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"FN": 33.23529411764706,
|
| 10 |
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"Accuracy": 0.995991756077431,
|
| 11 |
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"Precision": 0.6060493135578053,
|
| 12 |
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"Recall": 0.8472378796990673,
|
| 13 |
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"Dice": 0.6917031712891688,
|
| 14 |
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"Hausdorff": 8.946146600386676
|
| 15 |
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},
|
| 16 |
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"RN": {
|
| 17 |
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"TP": 144.23529411764707,
|
| 18 |
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|
| 19 |
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"TN": 49951.35294117647,
|
| 20 |
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"FN": 26.294117647058822,
|
| 21 |
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|
| 22 |
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"Precision": 0.5491458853593223,
|
| 23 |
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"Recall": 0.6313234992083362,
|
| 24 |
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"Dice": 0.6612407676788902,
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| 25 |
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"Hausdorff": 15.755395364761352
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| 26 |
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}
|
| 27 |
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}
|
| 28 |
+
}
|
SwinUnet_Loss-focal_tversky_Mode-checkpoint_nofreeze_Data-All_lr1e-04/best_model.pth
ADDED
|
@@ -0,0 +1,3 @@
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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oid sha256:268558a17fb2ab46fabcf30554012263fec36ddbd8f752def0979b13602c04e6
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| 3 |
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size 166056423
|
SwinUnet_Loss-focal_tversky_Mode-checkpoint_nofreeze_Data-All_lr1e-04/history.json
ADDED
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@@ -0,0 +1,2902 @@
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| 1 |
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| 2 |
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| 3 |
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| 4 |
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| 5 |
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| 8 |
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| 11 |
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| 12 |
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| 13 |
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| 15 |
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| 16 |
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| 17 |
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| 18 |
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| 19 |
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| 21 |
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| 23 |
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| 24 |
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| 27 |
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| 28 |
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| 29 |
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| 30 |
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| 31 |
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| 32 |
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| 33 |
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| 58 |
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| 60 |
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|
| 12 |
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"Recall": 0.868993133334816,
|
| 13 |
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"Dice": 0.7309631158986967,
|
| 14 |
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"Hausdorff": 8.645013732068678
|
| 15 |
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},
|
| 16 |
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"RN": {
|
| 17 |
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|
| 18 |
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|
| 19 |
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| 20 |
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| 21 |
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|
| 22 |
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| 23 |
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"Recall": 0.651181150542829,
|
| 24 |
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"Dice": 0.6488308646293917,
|
| 25 |
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"Hausdorff": 19.9708855971694
|
| 26 |
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}
|
| 27 |
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}
|
| 28 |
+
}
|
SwinUnet_Loss-focal_tversky_Mode-checkpoint_nofreeze_Data-Annotated_lr1e-05/.ipynb_checkpoints/test_results-checkpoint.json
ADDED
|
@@ -0,0 +1,28 @@
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| 1 |
+
{
|
| 2 |
+
"experiment": "SwinUnet_Loss-focal_tversky_Mode-checkpoint_nofreeze_Data-Annotated_lr1e-05",
|
| 3 |
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"test_loss": 0.3713992238044739,
|
| 4 |
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"metrics": {
|
| 5 |
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| 6 |
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|
| 7 |
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|
| 8 |
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|
| 9 |
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|
| 10 |
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|
| 11 |
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"Precision": 0.658801486303456,
|
| 12 |
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"Recall": 0.8362904048853608,
|
| 13 |
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"Dice": 0.7190649234791071,
|
| 14 |
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"Hausdorff": 7.942374783403733
|
| 15 |
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},
|
| 16 |
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"RN": {
|
| 17 |
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"TP": 138.58823529411765,
|
| 18 |
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|
| 19 |
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"TN": 49955.529411764706,
|
| 20 |
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"FN": 31.941176470588236,
|
| 21 |
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"Accuracy": 0.9983680972388955,
|
| 22 |
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"Precision": 0.5709648470645486,
|
| 23 |
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"Recall": 0.5868219904032651,
|
| 24 |
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"Dice": 0.6417265538638733,
|
| 25 |
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"Hausdorff": 15.473045468330383
|
| 26 |
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}
|
| 27 |
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}
|
| 28 |
+
}
|
SwinUnet_Loss-focal_tversky_Mode-checkpoint_nofreeze_Data-Annotated_lr1e-05/best_model.pth
ADDED
|
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:8d93c7577a6e35da45586cc0a5aa9dcf9df675436380db3e66759baac83ac39c
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| 3 |
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size 166056423
|
SwinUnet_Loss-focal_tversky_Mode-checkpoint_nofreeze_Data-Annotated_lr1e-05/history.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
SwinUnet_Loss-focal_tversky_Mode-scratch_Data-All_lr1e-04/best_model.pth
ADDED
|
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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size 166056423
|
SwinUnet_Loss-focal_tversky_Mode-scratch_Data-All_lr1e-04/history.json
ADDED
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@@ -0,0 +1,2902 @@
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SwinUnet_Loss-focal_tversky_Mode-scratch_Data-All_lr1e-04/test_results.json
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| 1 |
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| 2 |
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| 31 |
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SwinUnet_Loss-focal_tversky_Mode-scratch_Data-Annotated_lr1e-05/best_model.pth
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SwinUnet_Loss-focal_tversky_Mode-scratch_Data-Annotated_lr1e-05/test_results.json
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{
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| 27 |
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SwinUnet_Loss-unified_focal_Mode-checkpoint_freeze_Data-All_lr1e-04/best_model.pth
ADDED
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SwinUnet_Loss-unified_focal_Mode-checkpoint_freeze_Data-All_lr1e-05/best_model.pth
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SwinUnet_Loss-unified_focal_Mode-checkpoint_freeze_Data-Annotated_lr1e-04/best_model.pth
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