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redaction-classifier-fastai
strickvl/redaction-classifier-fastai
redaction-classifier-fastai is a machine learning model from strickvl. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for fastai.
This model was fine-tuned on resnet18 for 10 epochs using training data described in this blogpost. The model was trained using the fastai library.
Access
Public
Updated May 5, 2022
Repo size
87.5 MB
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1
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Repo makeup
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.pkl87.5 MB · 100%
At a glance
- Library
- fastai
- Access
- Public
- Created
- May 5, 2022
- Updated
- May 5, 2022
- SHA
- 64c63102
Model card
From the Hugging Face model README
Model card
Model description
This model was fine-tuned on resnet18 for 10 epochs using training data described in this blogpost. The model was trained using the fastai library.
Model performance
The model achieved around 96% accuracy on a held-out validation dataset.
Inference demonstration
You can test out the model's ability to detect whether a document is redacted here.
- Library
- fastai
- Created
- May 5, 2022
- Updated
- May 5, 2022