scene-text-recognition

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

Text recognition (optical character recognition) with deep learning methods.

TextBoxes++: A Single-Shot Oriented Scene Text Detector

Total Text Dataset. It consists of 1555 images with more than 3 different text orientations: Horizontal, Multi-Oriented, and Curved, one of a kind.

MORAN: A Multi-Object Rectified Attention Network for Scene Text Recognition

FOTS Pytorch Implementation

Code for the AAAI 2018 publication "SEE: Towards Semi-Supervised End-to-End Scene Text Recognition"

A scene text recognition toolbox based on PyTorch

Code for the paper "MASTER: Multi-Aspect Non-local Network for Scene Text Recognition" (Pattern Recognition 2021)

Official implementation of SynthTIGER (Synthetic Text Image GEneratoR) ICDAR 2021

text_recognition_toolbox: The reimplementation of a series of classical scene text recognition papers with Pytorch in a uniform way.

Scene text detection and recognition based on Extremal Region(ER)

MASTER

Convolutional Recurrent Neural Network(CRNN) for End-to-End Text Recognition - TensorFlow 2

Code for the paper "KISS: Keeping it Simple for Scene Text Recognition"

multi-task learning for text recognition with joint CTC-attention

Scene Text Recognition (STR) methods trained with fewer real labels.

Image transformations designed for Scene Text Recognition (STR) data augmentation. Published at ICCV 2021 Workshop on Interactive Labeling and Data Augmentation for Vision.

End-to-end pipeline for real-time scene text detection and recognition.

Convolutional recurrent neural network for scene text recognition or OCR in Keras

Dictionary-guided Scene Text Recognition (CVPR-2021)

A flexible Python front-end inference SDK based on TensorRT

H. Zhang, Q. Yao, M. Yang, Y. Xu, X. Bai. AutoSTR: Efficient Backbone Search for Scene Text Recognition. European Conference on Computer Vision (ECCV). 2020.

This is a c++ project deploying a deep scene text reading pipeline with tensorflow. It reads text from natural scene images. It uses frozen tensorflow graphs. The detector detect scene text locations. The recognizer reads word from each detected bounding box.

TensorFlow Implementation of FOTS, Fast Oriented Text Spotting with a Unified Network.

A curated list of papers and resources for scene text detection and recognition

Tracking the latest progress in Scene Text Detection and Recognition: Must-read papers well organized with code and dataset

Improved Text recognition algorithms on different text domains like scene text, handwritten, document, Chinese/English, even ancient books

RodoSol-ALPR: a dataset for license plate detection and recognition that includes 20K images of vehicles with Brazilian/Mercosur license plates.

a math-formula image recognition project which placed at the first place in a competition hosted by NAVER CONNECT boostcamp AI Tech