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Training in progress epoch 39

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  1. README.md +12 -11
  2. tf_model.h5 +1 -1
README.md CHANGED
@@ -16,19 +16,19 @@ 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: 0.0021
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- - Validation Loss: 0.0029
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- - Validation Mean Iou: 0.8865
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- - Validation Mean Accuracy: 0.9165
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- - Validation Overall Accuracy: 0.9991
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  - Validation Accuracy Unlabeled: 1.0
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  - Validation Accuracy Notlabeled: 0.9997
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- - Validation Accuracy Otherclass: 1.0
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- - Validation Accuracy Contrail: 0.6662
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- - Validation Iou Unlabeled: 0.9993
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- - Validation Iou Notlabeled: 0.9991
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- - Validation Iou Otherclass: 0.9952
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- - Validation Iou Contrail: 0.5526
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- - Epoch: 38
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  ## Model description
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@@ -93,6 +93,7 @@ The following hyperparameters were used during training:
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  | 0.0022 | 0.0030 | 0.8853 | 0.9238 | 0.9991 | 1.0 | 0.9996 | 0.9986 | 0.6969 | 0.9972 | 0.9991 | 0.9965 | 0.5484 | 36 |
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  | 0.0021 | 0.0030 | 0.8859 | 0.9156 | 0.9991 | 1.0 | 0.9996 | 0.9986 | 0.6641 | 1.0 | 0.9991 | 0.9979 | 0.5466 | 37 |
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  | 0.0021 | 0.0029 | 0.8865 | 0.9165 | 0.9991 | 1.0 | 0.9997 | 1.0 | 0.6662 | 0.9993 | 0.9991 | 0.9952 | 0.5526 | 38 |
 
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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: 0.0021
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+ - Validation Loss: 0.0028
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+ - Validation Mean Iou: 0.8932
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+ - Validation Mean Accuracy: 0.9227
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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: 0.9997
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+ - Validation Accuracy Otherclass: 0.9986
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+ - Validation Accuracy Contrail: 0.6926
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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: 0.9965
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+ - Validation Iou Contrail: 0.5771
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+ - Epoch: 39
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  ## Model description
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  | 0.0022 | 0.0030 | 0.8853 | 0.9238 | 0.9991 | 1.0 | 0.9996 | 0.9986 | 0.6969 | 0.9972 | 0.9991 | 0.9965 | 0.5484 | 36 |
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  | 0.0021 | 0.0030 | 0.8859 | 0.9156 | 0.9991 | 1.0 | 0.9996 | 0.9986 | 0.6641 | 1.0 | 0.9991 | 0.9979 | 0.5466 | 37 |
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  | 0.0021 | 0.0029 | 0.8865 | 0.9165 | 0.9991 | 1.0 | 0.9997 | 1.0 | 0.6662 | 0.9993 | 0.9991 | 0.9952 | 0.5526 | 38 |
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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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  ### Framework versions
tf_model.h5 CHANGED
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