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BN-HTR: Offline Bangla Handwritten Text Recognition

BN-HTR reads a handwritten Bangla page or a single line and returns Unicode text. The approach is segmentation then recognition. A page is cut into lines first. Each line is read on its own. The lines are joined in order. The recognizer never sees a full page.

PythonFlaskPyTorchscikit-learnOpenCVPandasNumPy

About this project

BN-HTR: Offline Bangla Handwritten Text Recognition: BN-HTR reads a handwritten Bangla page or a single line and returns Unicode text. The approach is segmentation then recognition. A page is cut into lines first. Each line is read on its own. The lines are joined in order. The recognizer never sees a full page. Live demo: huggingface.co/spaces/muddasir-faiyaj/BN-HTR The implementation uses Python, Flask, PyTorch, scikit-learn, OpenCV, Pandas, NumPy.

BN-HTR: Offline Bangla Handwritten Text Recognition — Muddasir Faiyaj