PaddleOCRRepository59/100 via “multilingual text detection and recognition via pp-ocrv5 pipeline”
Turn any PDF or image document into structured data for your AI. A powerful, lightweight OCR toolkit that bridges the gap between images/PDFs and LLMs. Supports 100+ languages.
Unique: Combines lightweight EAST detection with CRNN recognition in a unified pipeline optimized for 100+ languages; uses PaddlePaddle's dynamic graph execution for efficient inference on heterogeneous hardware (CPU, NVIDIA GPU, Kunlun XPU, Ascend NPU) without code changes. Knowledge distillation reduces model size by 40-50% vs baseline while maintaining accuracy.
vs others: Faster inference than Tesseract on modern hardware (GPU acceleration native), better multilingual support than EasyOCR, smaller model footprint than Keras-OCR, and open-source alternative to proprietary cloud APIs (Google Vision, AWS Textract)