PaddleOCR
Multilingual OCR toolkit with text detection, recognition, layout analysis, and table extraction — built on Baidu's PaddlePaddle framework.
document-parsing-frameworks
61
Hero Score
Popularity
58
Performance
45
Ecosystem
75
Maturity
77
Dev Experience
50
⭐ 88,510 stars⬇ 289.0K downloads/wkFirst release: Aug 2020Last release: Jun 2026
Async Support: NoPlugin Extensions: HighSpeed: FastDoc Quality: HighLearning Curve: Hard
Pros
- • World-class multilingual OCR accuracy across 80+ languages with pretrained models
- • Built-in layout analysis and table structure recognition beyond plain text extraction
- • GPU-accelerated inference with strong performance on dense and rotated text
Cons
- • PaddlePaddle dependency adds significant install weight and platform-specific quirks
- • Initial setup is nontrivial — model downloads, CUDA versions, and env configuration
- • API has churned across major versions (predict vs ocr), breaking older tutorials