MMOCR is an open-source toolbox based on PyTorch and mmdetection for text detection, text recognition, and the corresponding downstream tasks including key information extraction. It is a part of the OpenMMLab project.
Please refer to install.md for installation.
| model | task | OnnxRuntime | TensorRT | NCNN | PPLNN | OpenVINO | model config file(example) |
|---|---|---|---|---|---|---|---|
| DBNet | text-detection | Y | Y | Y | Y | Y | $PATH_TO_MMOCR/configs/textdet/dbnet/dbnet_r18_fpnc_1200e_icdar2015.py |
| CRNN | text-recognition | Y | Y | Y | Y | N | $PATH_TO_MMOCR/configs/textrecog/crnn/crnn_academic_dataset.py |
| SAR | text-recognition | Y | N | N | N | N | $PATH_TO_MMOCR/configs/textrecog/sar/sar_r31_parallel_decoder_academic.py |
Note that ncnn, pplnn, and OpenVINO only support the configs of DBNet18 for DBNet.
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