OnnxOCR is a lightweight OCR model restructured from PaddleOCR, which frees itself from the PaddlePaddle deep learning training framework to achieve rapid inference speeds. The model supports inference in over 80 languages and, after being converted to an ONNX model, its inference speed is up to 5 times faster than when using the PaddlePaddle framework. OnnxOCR is independent of the deep learning training framework and can be directly deployed, making it suitable for scenarios with limited computational power but a need for accuracy, and it can be deployed on both ARM and x86 architectures.