Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc. EasyOCR is a python module for extracting text from image. It is a general OCR that can read both natural scene text and dense text in document. We are currently supporting 80+ languages and expanding. Second-generation models: multiple times smaller size, multiple times faster inference, additional characters and comparable accuracy to the first generation models. EasyOCR will choose the latest model by default but you can also specify which model to use. Model weights for the chosen language will be automatically downloaded or you can download them manually from the model hub. The idea is to be able to plug-in any state-of-the-art model into EasyOCR. There are a lot of geniuses trying to make better detection/recognition models, but we are not trying to be geniuses here. We just want to make their works quickly accessible to the public.

Features

  • File extension support: png, jpg, tiff
  • File size limit: 2 Mb
  • Image dimension limit: 1500 pixel
  • Several possible language code combinations
  • Example dataset for model training
  • Batched image inference for GPUs

Project Samples

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License

Apache License V2.0

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Additional Project Details

Operating Systems

Windows

Programming Language

Python

Related Categories

Python Machine Learning Software, Python OCR Software, Python LLM Inference Tool

Registered

2022-07-28