zoom_in Click to enlarge

EasyOCR

▲ ▼

language

description EasyOCR Overview

EasyOCR is an open-source OCR library that utilizes deep learning models to perform text detection and recognition from images, supporting multiple languages and offering straightforward integration into Python projects.

help EasyOCR FAQ

How do I use EasyOCR in a Python project?

Install the package, create an EasyOCR Reader with the language codes you need, and call its image-reading method on a file or image array. The library runs on PyTorch and can use a GPU when configured, but CPU processing is also possible.

How many languages does EasyOCR support?

The project advertises support for more than 80 languages and writing systems, including Latin, Chinese, Arabic, Devanagari, and Cyrillic scripts. Language combinations should still be checked against the current EasyOCR language list before deployment.

Does EasyOCR detect text as well as recognize it?

Yes. EasyOCR combines text detection and text recognition instead of requiring a separate detector in a basic workflow. Its detection component is based on the CRAFT text-detection approach, while recognition uses deep-learning models.

Can EasyOCR read text from photographs instead of only scanned pages?

Yes. It is designed for scene text as well as document images, so it can process signs, labels, screenshots, and photographed pages. Accuracy depends heavily on focus, lighting, perspective, script, and the selected language models.

swap_horiz

Looking for EasyOCR alternatives? Compare top competitors ranked & scored

arrow_forward