Training in progress epoch 33
Browse files- README.md +13 -12
- 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: 0.0031
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- Validation Mean Iou: 0.
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- Validation Mean Accuracy: 0.
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- Validation Overall Accuracy: 0.
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- Validation Accuracy Unlabeled: 0
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- Validation Accuracy Notlabeled: 0.
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- Validation Accuracy Otherclass: 0.9986
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- Validation Accuracy Contrail: 0.
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- Validation Iou Unlabeled: 0
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- Validation Iou Notlabeled: 0.
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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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@@ -87,6 +87,7 @@ The following hyperparameters were used during training:
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| 0.0027 | 0.0033 | 0.8518 | 0.8834 | 0.9988 | 1.0 | 0.9996 | 0.9931 | 0.5411 | 0.9972 | 0.9988 | 0.9802 | 0.4311 | 30 |
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| 0.0025 | 0.0031 | 0.8622 | 0.8848 | 0.9990 | 0.9986 | 0.9997 | 0.9958 | 0.5449 | 0.9986 | 0.9990 | 0.9890 | 0.4622 | 31 |
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| 0.0025 | 0.0031 | 0.8667 | 0.8975 | 0.9989 | 0.9986 | 0.9996 | 0.9986 | 0.5933 | 0.9979 | 0.9989 | 0.9897 | 0.4801 | 32 |
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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: 0.0024
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- Validation Loss: 0.0031
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- Validation Mean Iou: 0.8607
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- Validation Mean Accuracy: 0.8791
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- Validation Overall Accuracy: 0.9990
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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: 0.5181
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- Validation Iou Unlabeled: 1.0
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- Validation Iou Notlabeled: 0.9990
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- Validation Iou Otherclass: 0.9877
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- Validation Iou Contrail: 0.4563
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- Epoch: 33
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## Model description
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| 0.0027 | 0.0033 | 0.8518 | 0.8834 | 0.9988 | 1.0 | 0.9996 | 0.9931 | 0.5411 | 0.9972 | 0.9988 | 0.9802 | 0.4311 | 30 |
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| 0.0025 | 0.0031 | 0.8622 | 0.8848 | 0.9990 | 0.9986 | 0.9997 | 0.9958 | 0.5449 | 0.9986 | 0.9990 | 0.9890 | 0.4622 | 31 |
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| 0.0025 | 0.0031 | 0.8667 | 0.8975 | 0.9989 | 0.9986 | 0.9996 | 0.9986 | 0.5933 | 0.9979 | 0.9989 | 0.9897 | 0.4801 | 32 |
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| 0.0024 | 0.0031 | 0.8607 | 0.8791 | 0.9990 | 1.0 | 0.9998 | 0.9986 | 0.5181 | 1.0 | 0.9990 | 0.9877 | 0.4563 | 33 |
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### Framework versions
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tf_model.h5
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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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