End of training
Browse files- README.md +29 -0
- model.safetensors +1 -1
README.md
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# custom-object-test4
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This model is a fine-tuned version of [nvidia/mit-b0](https://huggingface.co/nvidia/mit-b0) on the sungile/custom-object-masking5 dataset.
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## Model description
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- lr_scheduler_type: linear
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- num_epochs: 3
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### Framework versions
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- Transformers 4.47.1
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# custom-object-test4
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This model is a fine-tuned version of [nvidia/mit-b0](https://huggingface.co/nvidia/mit-b0) on the sungile/custom-object-masking5 dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.2992
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- Mean Iou: 0.0
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- Mean Accuracy: nan
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- Overall Accuracy: nan
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- Accuracy Unknown: nan
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- Accuracy Background: nan
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- Accuracy Object: nan
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- Iou Unknown: 0.0
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- Iou Background: 0.0
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- Iou Object: 0.0
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## Model description
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- lr_scheduler_type: linear
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- num_epochs: 3
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Mean Iou | Mean Accuracy | Overall Accuracy | Accuracy Unknown | Accuracy Background | Accuracy Object | Iou Unknown | Iou Background | Iou Object |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|:-------------:|:----------------:|:----------------:|:-------------------:|:---------------:|:-----------:|:--------------:|:----------:|
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| 1.0218 | 0.25 | 20 | 1.0125 | 0.0 | nan | nan | nan | nan | nan | 0.0 | 0.0 | 0.0 |
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| 0.8291 | 0.5 | 40 | 0.7527 | 0.0 | nan | nan | nan | nan | nan | 0.0 | 0.0 | 0.0 |
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| 0.7097 | 0.75 | 60 | 0.6208 | 0.0 | nan | nan | nan | nan | nan | 0.0 | 0.0 | 0.0 |
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| 0.606 | 1.0 | 80 | 0.5042 | 0.0 | nan | nan | nan | nan | nan | 0.0 | 0.0 | 0.0 |
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| 0.5577 | 1.25 | 100 | 0.4111 | 0.0 | nan | nan | nan | nan | nan | 0.0 | 0.0 | 0.0 |
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| 0.4422 | 1.5 | 120 | 0.4041 | 0.0 | nan | nan | nan | nan | nan | 0.0 | 0.0 | 0.0 |
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| 0.3799 | 1.75 | 140 | 0.3846 | 0.0 | nan | nan | nan | nan | nan | 0.0 | 0.0 | 0.0 |
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| 0.3578 | 2.0 | 160 | 0.3197 | 0.0 | nan | nan | nan | nan | nan | 0.0 | 0.0 | nan |
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| 0.3401 | 2.25 | 180 | 0.3423 | 0.0 | nan | nan | nan | nan | nan | 0.0 | 0.0 | nan |
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| 0.3223 | 2.5 | 200 | 0.3077 | 0.0 | nan | nan | nan | nan | nan | 0.0 | 0.0 | 0.0 |
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| 0.3068 | 2.75 | 220 | 0.3110 | 0.0 | nan | nan | nan | nan | nan | 0.0 | 0.0 | 0.0 |
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| 0.2823 | 3.0 | 240 | 0.2992 | 0.0 | nan | nan | nan | nan | nan | 0.0 | 0.0 | 0.0 |
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### Framework versions
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- Transformers 4.47.1
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model.safetensors
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