Open source Optical Character Recognition based on PyTorch

GeneralOCR is open source Optical Character Recognition based on PyTorch. It makes a fidelity and useful tool to implement SOTA models on OCR domain. You can use them to infer and train the model with your customized dataset. The solution architecture of this project is re-implemented from facebook Detectron and openmm-cv.

Refer to the guideline of gen_ocr installation

Configuration

Model text detection

Supported Algorithms:

Text Detection

Table 1: Text detection algorithms, papers and parameters configuration in SDK.

Model text recognition

Text Recognition

Table 2: Text recognition algorithms, papers and parameters configuration in SDK.

Inference