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Training in progress epoch 45

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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: 0.0018
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  - Validation Loss: 0.0027
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- - Validation Mean Iou: 0.9009
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- - Validation Mean Accuracy: 0.9327
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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: 0.7324
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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: 0.9979
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- - Validation Iou Contrail: 0.6065
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- - Epoch: 44
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  ## Model description
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@@ -99,6 +99,7 @@ The following hyperparameters were used during training:
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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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  | 0.0019 | 0.0028 | 0.8945 | 0.9174 | 0.9992 | 1.0 | 0.9997 | 0.9986 | 0.6713 | 1.0 | 0.9992 | 0.9979 | 0.5807 | 43 |
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  | 0.0018 | 0.0027 | 0.9009 | 0.9327 | 0.9992 | 1.0 | 0.9997 | 0.9986 | 0.7324 | 1.0 | 0.9992 | 0.9979 | 0.6065 | 44 |
 
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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: 0.0027
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+ - Validation Mean Iou: 0.9028
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+ - Validation Mean Accuracy: 0.9385
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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: 1.0
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+ - Validation Accuracy Contrail: 0.7543
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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: 0.9993
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+ - Validation Iou Contrail: 0.6125
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+ - Epoch: 45
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  ## Model description
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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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  | 0.0019 | 0.0028 | 0.8945 | 0.9174 | 0.9992 | 1.0 | 0.9997 | 0.9986 | 0.6713 | 1.0 | 0.9992 | 0.9979 | 0.5807 | 43 |
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  | 0.0018 | 0.0027 | 0.9009 | 0.9327 | 0.9992 | 1.0 | 0.9997 | 0.9986 | 0.7324 | 1.0 | 0.9992 | 0.9979 | 0.6065 | 44 |
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+ | 0.0019 | 0.0027 | 0.9028 | 0.9385 | 0.9992 | 1.0 | 0.9996 | 1.0 | 0.7543 | 1.0 | 0.9992 | 0.9993 | 0.6125 | 45 |
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  ### Framework versions
tf_model.h5 CHANGED
@@ -1,3 +1,3 @@
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