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JaidedAI /EasyOCR

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

python machine-learning information-retrieval data-mining ocr deep-learning image-processing cnn pytorch lstm optical-character-recognition crnn scene-text scene-text-recognition easyocr

UpdatedSep 24, 2024
Python

clovaai /deep-text-recognition-benchmark

Text recognition (optical character recognition) with deep learning methods, ICCV 2019

ocr recognition deep-learning text-recognition rosetta ocr-recognition rare crnn scene-text scene-text-recognition grcnn r2am star-net iccv2019

UpdatedMar 4, 2024
Jupyter Notebook

MhLiao /TextBoxes_plusplus

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

ocr scene-text scene-text-recognition scene-text-detection

UpdatedOct 22, 2023
C++

cs-chan /Total-Text-Dataset

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

dataset text-recognition text-detection scene-text scene-text-recognition scene-text-detection text-detection-recognition icdar total-text curve-text

UpdatedOct 5, 2023
MATLAB

bgshih /aster

Recognizing cropped text in natural images.

ocr recognition computer-vision scene-text

UpdatedMar 25, 2023
Python

ayumiymk /aster.pytorch

ASTER in Pytorch

ocr computer-vision pytorch text-recognition aster scene-text text-rectification

UpdatedDec 9, 2021
Python

Yuliang-Liu /Curve-Text-Detector

This repository provides train＆test code, dataset, det.&rec. annotation, evaluation script, annotation tool, and ranking.

deep-learning object-detection document-analysis scene-text

UpdatedJul 20, 2020
Jupyter Notebook

Canjie-Luo /MORAN_v2

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

attention-mechanism image-rectification scene-text image-deformation scene-text-recognition

UpdatedJul 25, 2024
Python

MhLiao /MaskTextSpotterV3

The code of "Mask TextSpotter v3: Segmentation Proposal Network for Robust Scene Text Spotting"

scene-text scene-text-detection-recognition mask-textspotter

UpdatedJan 20, 2022
Python

clovaai /synthtiger

Official Implementation of SynthTIGER (Synthetic Text Image Generator), ICDAR 2021

ocr recognition deep-learning dataset text-recognition generation synthetic ocr-recognition scene-text scene-text-recognition icdar2021

UpdatedJun 14, 2024
Python

Canjie-Luo /Text-Image-Augmentation

Geometric Augmentation for Text Image

opencv recognition detection image-transformations scene-text

UpdatedApr 21, 2020
C++

BestSonny /SSTD

Single Shot Text Detector with Regional Attention

end-to-end iccv-17 scene-text sstd

UpdatedMar 12, 2018
C++

janzd /EAST

Implementation of EAST scene text detector in Keras

keras scene-text scene-text-detection

UpdatedNov 22, 2022
Python

HCIILAB /DeRPN

A novel region proposal network for more general object detection ( including scene text detection ).

detection rpn object-detection text-detection object-proposals region-proposals scene-text scene-text-detection

UpdatedMar 13, 2019
Python

janzd /CRNN

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

ocr keras text-recognition scene-text scene-text-recognition

UpdatedApr 13, 2021
Python

YukangWang /TextField

TextField: Learning A Deep Direction Field for Irregular Scene Text Detection (TIP 2019)

text-detection scene-text

UpdatedMar 15, 2019
C++

dafanghe /DeepSceneTextReader

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.

deep-learning deployment scene-text end-to-end-ocr scene-text-recognition scene-text-detection

UpdatedOct 31, 2018
C++

janzd /awesome-scene-text

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

awesome text-recognition awesome-list text-detection scene-text scene-text-recognition scene-text-detection text-detection-recognition

UpdatedNov 13, 2019

dafanghe /Tensorflow_SceneText_Oriented_Box_Predictor

This project modify tensorflow object detection api code to predict oriented bounding boxes. It can be used for scene text detection.

deep-learning tensorflow ssd faster-rcnn scene-text scene-text-detection

UpdatedOct 31, 2018
Python

Lenubolim /TextDiff

Official code implementation of " TextDiff: Mask-Guided Residual Diffusion Models for Scene Text Image " in Pattern Recognition

deep-neural-networks deep-learning pytorch datasets super-resolution image-to-image image-translation scene-text low-level-vision pytorch-implementation img2img diffusion-models scene-text-image-super-resolution

UpdatedApr 24, 2024

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