Training in progress epoch 9
Browse files- README.md +12 -11
- tf_model.h5 +1 -1
README.md
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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.
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- Validation Loss: 0.
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- Validation Mean Iou: 0.
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- Validation Mean Accuracy: 0.
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- Validation Overall Accuracy: 0.9983
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- Validation Accuracy Unlabeled: 0.
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- Validation Accuracy Notlabeled: 1.0000
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- Validation Accuracy Otherclass: 0.
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- Validation Accuracy Contrail: 0.
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- Validation Iou Unlabeled: 0.
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- Validation Iou Notlabeled: 0.9983
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- Validation Iou Otherclass: 0.
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- Validation Iou Contrail: 0.
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- Epoch:
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## Model description
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@@ -63,6 +63,7 @@ The following hyperparameters were used during training:
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| 0.0126 | 0.0125 | 0.2496 | 0.25 | 0.9983 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.9983 | 0.0 | 0.0 | 6 |
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| 0.0118 | 0.0117 | 0.2496 | 0.25 | 0.9983 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.9983 | 0.0 | 0.0 | 7 |
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| 0.0112 | 0.0110 | 0.2551 | 0.2555 | 0.9983 | 0.0 | 1.0000 | 0.0222 | 0.0 | 0.0 | 0.9983 | 0.0220 | 0.0 | 8 |
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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: 0.0106
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- Validation Loss: 0.0103
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- Validation Mean Iou: 0.2744
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- Validation Mean Accuracy: 0.2756
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- Validation Overall Accuracy: 0.9983
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- Validation Accuracy Unlabeled: 0.0180
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- Validation Accuracy Notlabeled: 1.0000
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- Validation Accuracy Otherclass: 0.0832
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- Validation Accuracy Contrail: 0.0013
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- Validation Iou Unlabeled: 0.0179
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- Validation Iou Notlabeled: 0.9983
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- Validation Iou Otherclass: 0.0801
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- Validation Iou Contrail: 0.0013
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- Epoch: 9
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## Model description
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| 0.0126 | 0.0125 | 0.2496 | 0.25 | 0.9983 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.9983 | 0.0 | 0.0 | 6 |
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| 0.0118 | 0.0117 | 0.2496 | 0.25 | 0.9983 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.9983 | 0.0 | 0.0 | 7 |
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| 0.0112 | 0.0110 | 0.2551 | 0.2555 | 0.9983 | 0.0 | 1.0000 | 0.0222 | 0.0 | 0.0 | 0.9983 | 0.0220 | 0.0 | 8 |
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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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### Framework versions
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tf_model.h5
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size 15135608
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version https://git-lfs.github.com/spec/v1
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size 15135608
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