jingsongliujing/OnnxOCR

Health v2 · maintenance only

Adoption not part of the score

1860 stars · 200 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A lightweight multilingual OCR library rebuilt from PaddleOCR models to run on ONNXRuntime, removing the PaddlePaddle dependency for fast inference. It also bundles ONNX-based license plate recognition, table recognition, document layout analysis with Markdown export, and an optional Qwen3.5-2B ONNX information-extraction workflow.

Use cases

• extract text from images without installing paddlepaddle
• run OCR on ARM or x86 devices with onnxruntime
• recognize license plates from photos
• convert scanned documents to markdown with layout analysis
• recognize tables in images
• extract structured fields from ID cards using OCR plus a small LLM
• deploy fast multilingual OCR including Chinese, English, and Japanese

When to choose

• you need PaddleOCR-quality OCR but cannot ship the PaddlePaddle framework
• you need cross-architecture deployment (ARM/x86) via ONNX models
• you want OCR plus table, layout, or license-plate recognition in one Python package
• inference speed and lightweight deployment matter more than training capability

When to avoid

• you need to train or fine-tune OCR models yourself
• you need OCR languages outside the supported multilingual model set
• you require a managed cloud OCR API rather than a self-run Python library

Facets

library · maturity active

ocr image-processing machine-learning llm-inference http-server computer-vision image-processing developer-tools python cross-platform cli onnxruntime paddleocr pp-ocrv5 table-recognition layout-analysis license-plate-recognition text-detection text-recognition onnx-models document-parsing natural-language-processing

Member repositories

For agents

markdown · JSON · MCP: product_card(name="jingsongliujing/OnnxOCR")