| --- |
| tags: |
| - fastai |
| --- |
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| # Model card |
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| ## Model description |
| This model was fine-tuned on `resnet18` for 10 epochs using training data described in [this blogpost](https://mlops.systems/fastai/redactionmodel/computervision/datalabelling/2021/09/06/redaction-classification-chapter-2.html). The model was trained using the [fastai](https://github.com/fastai/fastai) library. |
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| ## Model performance |
| The model achieved around 96% accuracy on a held-out validation dataset. |
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| ## Inference demonstration |
| You can test out the model's ability to detect whether a document is redacted [here](https://huggingface.co/spaces/strickvl/fastai_redaction_classifier). |
