EasyOCR

by Jaided AI

Open SourceSelf-HostedApache-2.0

Ready-to-use OCR library with 80+ language support. Built on PyTorch with simple API and good out-of-the-box performance.

OCR
GitHubDocumentation

Overview

EasyOCR is an open-source OCR library designed for ease of use. It supports 80+ languages out of the box and provides a simple Python API that works with minimal configuration.

Built on PyTorch, EasyOCR uses a CRNN (Convolutional Recurrent Neural Network) architecture for text recognition. It handles text detection automatically, making it a good choice for developers who want OCR functionality without diving into model configuration.

While not as accurate as newer VLM-based models on complex layouts, EasyOCR remains popular for its simplicity and broad language support.

Strengths

  • 80+ languages supported
  • Simple, beginner-friendly API
  • Good out-of-the-box accuracy
  • Works on both CPU and GPU
  • Active community and documentation

Limitations

  • Slower than some alternatives
  • No layout or table analysis
  • Less accurate on complex documents

Best Use Cases

  • Quick OCR integration projects
  • Multilingual text extraction
  • Prototyping and experimentation
  • Simple document digitization