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Training in progress epoch 12

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  1. README.md +12 -11
  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: 0.0091
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- - Validation Loss: 0.0087
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- - Validation Mean Iou: 0.3117
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- - Validation Mean Accuracy: 0.3138
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  - Validation Overall Accuracy: 0.9983
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- - Validation Accuracy Unlabeled: 0.1026
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  - Validation Accuracy Notlabeled: 1.0000
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- - Validation Accuracy Otherclass: 0.1470
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- - Validation Accuracy Contrail: 0.0055
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- - Validation Iou Unlabeled: 0.1014
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  - Validation Iou Notlabeled: 0.9983
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- - Validation Iou Otherclass: 0.1415
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- - Validation Iou Contrail: 0.0055
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- - Epoch: 11
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  ## Model description
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@@ -66,6 +66,7 @@ The following hyperparameters were used during training:
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  | 0.0106 | 0.0103 | 0.2744 | 0.2756 | 0.9983 | 0.0180 | 1.0000 | 0.0832 | 0.0013 | 0.0179 | 0.9983 | 0.0801 | 0.0013 | 9 |
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  | 0.0100 | 0.0094 | 0.3172 | 0.3225 | 0.9983 | 0.0527 | 1.0000 | 0.2344 | 0.0030 | 0.0521 | 0.9983 | 0.2154 | 0.0030 | 10 |
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  | 0.0091 | 0.0087 | 0.3117 | 0.3138 | 0.9983 | 0.1026 | 1.0000 | 0.1470 | 0.0055 | 0.1014 | 0.9983 | 0.1415 | 0.0055 | 11 |
 
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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: 0.0083
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+ - Validation Loss: 0.0076
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+ - Validation Mean Iou: 0.3844
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+ - Validation Mean Accuracy: 0.3941
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  - Validation Overall Accuracy: 0.9983
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+ - Validation Accuracy Unlabeled: 0.1540
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  - Validation Accuracy Notlabeled: 1.0000
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+ - Validation Accuracy Otherclass: 0.4189
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+ - Validation Accuracy Contrail: 0.0037
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+ - Validation Iou Unlabeled: 0.1516
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  - Validation Iou Notlabeled: 0.9983
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+ - Validation Iou Otherclass: 0.3840
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+ - Validation Iou Contrail: 0.0037
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+ - Epoch: 12
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  ## Model description
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  | 0.0106 | 0.0103 | 0.2744 | 0.2756 | 0.9983 | 0.0180 | 1.0000 | 0.0832 | 0.0013 | 0.0179 | 0.9983 | 0.0801 | 0.0013 | 9 |
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  | 0.0100 | 0.0094 | 0.3172 | 0.3225 | 0.9983 | 0.0527 | 1.0000 | 0.2344 | 0.0030 | 0.0521 | 0.9983 | 0.2154 | 0.0030 | 10 |
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  | 0.0091 | 0.0087 | 0.3117 | 0.3138 | 0.9983 | 0.1026 | 1.0000 | 0.1470 | 0.0055 | 0.1014 | 0.9983 | 0.1415 | 0.0055 | 11 |
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+ | 0.0083 | 0.0076 | 0.3844 | 0.3941 | 0.9983 | 0.1540 | 1.0000 | 0.4189 | 0.0037 | 0.1516 | 0.9983 | 0.3840 | 0.0037 | 12 |
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  ### Framework versions
tf_model.h5 CHANGED
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