WordDetectorNN: Handwritten Word Detection

Detect handwritten words in images. Upload an image, adjust the margin slider, and see bounding boxes around detected words.

Input image.

Margin

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By checking this box, you agree to share your uploaded image to help improve our open-source models. Donated data will be open source and freely available as dataset.

Donate Data

Input image with detected words superimposed.

Examples

Input image.	Margin	Donate Data

About this project

This demo is part of Xournal++ HTR, an open-source effort to bring handwritten text recognition to Xournal++.

The original WordDetectorNN model was created by Harald Scheidl in his WordDetectorNN repository. This project re-implements it with PyTorch best practices. Thanks Harald for the great work and inspiration!

Donated data will contribute to an open-source dataset for the community. Thank you for supporting open-source innovation!