JaidedAI/EasyOCR
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
Built on a two-stage deep learning pipeline, it uses CRAFT for text detection and CRNN (ResNet + LSTM + CTC) for character recognition, enabling end-to-end text localization and decoding in a single call. The architecture supports flexible language combinations, flexible input formats (file paths, numpy arrays, URLs), and GPU/CPU inference with automatic model downloading from a centralized hub. Integrates with PyTorch as the execution backend and exposes a command-line interface alongside Python API for production deployment.
29,079 stars. Used by 14 other packages. Available on PyPI.
Stars
29,079
Forks
3,539
Language
Python
License
Apache-2.0
Category
Last pushed
Dec 05, 2025
Commits (30d)
0
Dependencies
12
Reverse dependents
14
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/JaidedAI/EasyOCR"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Related frameworks
breezedeus/CnSTD
CnSTD: 基于 PyTorch/MXNet 的 中文/英文 场景文字检测(Scene Text Detection)、数学公式检测(Mathematical Formula...
felixdittrich92/OnnxTR
OnnxTR a docTR (Document Text Recognition) library Onnx pipeline wrapper - for seamless,...
mindee/doctr
docTR (Document Text Recognition) - a seamless, high-performing & accessible library for...
githubharald/SimpleHTR
Handwritten Text Recognition (HTR) system implemented with TensorFlow.
bgshih/crnn
Convolutional Recurrent Neural Network (CRNN) for image-based sequence recognition.