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Training in progress epoch 42

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  1. README.md +10 -9
  2. tf_model.h5 +1 -1
README.md CHANGED
@@ -15,20 +15,20 @@ probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [nvidia/mit-b0](https://huggingface.co/nvidia/mit-b0) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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- - Train Loss: 0.0020
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  - Validation Loss: 0.0028
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- - Validation Mean Iou: 0.8935
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- - Validation Mean Accuracy: 0.9252
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  - Validation Overall Accuracy: 0.9992
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  - Validation Accuracy Unlabeled: 1.0
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- - Validation Accuracy Notlabeled: 0.9996
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  - Validation Accuracy Otherclass: 0.9986
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- - Validation Accuracy Contrail: 0.7026
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  - Validation Iou Unlabeled: 1.0
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- - Validation Iou Notlabeled: 0.9991
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- - Validation Iou Otherclass: 0.9979
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- - Validation Iou Contrail: 0.5767
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- - Epoch: 41
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  ## Model description
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@@ -96,6 +96,7 @@ The following hyperparameters were used during training:
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  | 0.0021 | 0.0028 | 0.8932 | 0.9227 | 0.9992 | 1.0 | 0.9997 | 0.9986 | 0.6926 | 1.0 | 0.9992 | 0.9965 | 0.5771 | 39 |
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  | 0.0020 | 0.0029 | 0.8929 | 0.9235 | 0.9992 | 1.0 | 0.9997 | 0.9986 | 0.6959 | 1.0 | 0.9992 | 0.9979 | 0.5747 | 40 |
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  | 0.0020 | 0.0028 | 0.8935 | 0.9252 | 0.9992 | 1.0 | 0.9996 | 0.9986 | 0.7026 | 1.0 | 0.9991 | 0.9979 | 0.5767 | 41 |
 
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  ### Framework versions
 
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  This model is a fine-tuned version of [nvidia/mit-b0](https://huggingface.co/nvidia/mit-b0) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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+ - Train Loss: 0.0019
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  - Validation Loss: 0.0028
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+ - Validation Mean Iou: 0.8934
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+ - Validation Mean Accuracy: 0.9144
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  - Validation Overall Accuracy: 0.9992
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  - Validation Accuracy Unlabeled: 1.0
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+ - Validation Accuracy Notlabeled: 0.9998
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  - Validation Accuracy Otherclass: 0.9986
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+ - Validation Accuracy Contrail: 0.6590
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  - Validation Iou Unlabeled: 1.0
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+ - Validation Iou Notlabeled: 0.9992
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+ - Validation Iou Otherclass: 0.9986
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+ - Validation Iou Contrail: 0.5758
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+ - Epoch: 42
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  ## Model description
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  | 0.0021 | 0.0028 | 0.8932 | 0.9227 | 0.9992 | 1.0 | 0.9997 | 0.9986 | 0.6926 | 1.0 | 0.9992 | 0.9965 | 0.5771 | 39 |
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  | 0.0020 | 0.0029 | 0.8929 | 0.9235 | 0.9992 | 1.0 | 0.9997 | 0.9986 | 0.6959 | 1.0 | 0.9992 | 0.9979 | 0.5747 | 40 |
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  | 0.0020 | 0.0028 | 0.8935 | 0.9252 | 0.9992 | 1.0 | 0.9996 | 0.9986 | 0.7026 | 1.0 | 0.9991 | 0.9979 | 0.5767 | 41 |
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+ | 0.0019 | 0.0028 | 0.8934 | 0.9144 | 0.9992 | 1.0 | 0.9998 | 0.9986 | 0.6590 | 1.0 | 0.9992 | 0.9986 | 0.5758 | 42 |
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  ### Framework versions
tf_model.h5 CHANGED
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