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  ![Pipeline](https://raw.githubusercontent.com/jbarrow/commonforms/main/assets/pipeline.png)
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- # FFDNet-S
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  FFDNet-S is the 6 million parameter object detector trained on the dataset from the paper [CommonForms: A Large, Diverse Dataset for Form Field Detection](https://arxiv.org/abs/2509.16506).
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  The model detects widgets from among three classes: TextBoxes, ChoiceButtons (checkboxes), and Signature fields.
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  ## Results
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  | Model | Text | Choice | Signature | AP (↑) |
 
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  ![Pipeline](https://raw.githubusercontent.com/jbarrow/commonforms/main/assets/pipeline.png)
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+ # FFDNet-L-cpu
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  FFDNet-S is the 6 million parameter object detector trained on the dataset from the paper [CommonForms: A Large, Diverse Dataset for Form Field Detection](https://arxiv.org/abs/2509.16506).
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  The model detects widgets from among three classes: TextBoxes, ChoiceButtons (checkboxes), and Signature fields.
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+ ⚠️ This is the CPU-optimized ONNX export of the model!
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  ## Results
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  | Model | Text | Choice | Signature | AP (↑) |