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134 search results found

Tesseract.js ⭐ 32,523

Pure Javascript OCR for more than 100 Languages 📖🎉🖥

Easyocr ⭐ 20,438

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

Paddlehub ⭐ 12,193

Awesome pre-trained models toolkit based on PaddlePaddle. (400+ models including Image, Text, Audio, Video and Cross-Modal with Easy Inference & Serving)

Latex Ocr ⭐ 8,088

pix2tex: Using a ViT to convert images of equations into LaTeX code.

Swift Ai ⭐ 6,010

The Swift machine learning library.

Hyperlpr ⭐ 5,307

基于深度学习高性能中文车牌识别 High Performance Chinese License Plate Recognition Framework.

Unstructured ⭐ 4,404

Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.

Video Subtitle Extractor ⭐ 4,267

视频硬字幕提取，生成srt文件。无需申请第三方API，本地实现文本识别。基于深度学习的视频字幕提取框 GUI tool for extracting hard-coded subtitle (hardsub) from videos and generating srt files.

TNN: developed by Tencent Youtu Lab and Guangying Lab, a uniform deep learning inference framework for mobile、desktop and server. TNN is distinguished by several outstanding features, including its cross-platform capability, high performance, model compression and code pruning. Based on ncnn and Rapidnet, TNN further strengthens the support and performance optimization for mobile devices, and also draws on the advantages of good extensibility and high performance from existed open source efforts

Layout Parser ⭐ 4,107

A Unified Toolkit for Deep Learning Based Document Image Analysis

Mmocr ⭐ 3,771

OpenMMLab Text Detection, Recognition and Understanding Toolbox

Deep Text Recognition Benchmark ⭐ 3,412

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

Manga Image Translator ⭐ 3,225

Translate manga/image 一键翻译各类图片内文字 https://cotrans.touhou.ai/

A tensorflow implementation of EAST text detector

Doctr ⭐ 2,636

docTR (Document Text Recognition) - a seamless, high-performing & accessible library for OCR-related tasks powered by Deep Learning.

Awesome Deep Text Detection Recognition ⭐ 2,208

A curated list of resources for text detection/recognition (optical character recognition ) with deep learning methods.

Crnn_chinese_characters_rec ⭐ 1,767

(CRNN) Chinese Characters Recognition.

Ballonstranslator ⭐ 1,730

深度学习辅助漫画翻译工具, 支持一键机翻和简单的图像/文本编辑 | Yet another computer-aided comic/manga translation tool powered by deeplearning

Simplehtr ⭐ 1,719

Handwritten Text Recognition (HTR) system implemented with TensorFlow.

Captcha_break ⭐ 1,677

验证码识别

Deep_ocr ⭐ 1,452

make a better chinese character recognition OCR than tesseract

Manga Ocr ⭐ 1,172

Optical character recognition for Japanese text, with the main focus being Japanese manga

Free Offline OCR 离线的中文文本检测+识别SDK

Text_renderer ⭐ 1,039

Generate text images for training deep learning ocr model

Image Text Localization Recognition ⭐ 928

A general list of resources to image text localization and recognition 场景文本位置感知与识别的论文资源与实现合集シーンテキストの位置認識と識別のための論文リソースの要約

Paddle.js ⭐ 873

Paddle.js is a web project for Baidu PaddlePaddle, which is an open source deep learning framework running in the browser. Paddle.js can either load a pre-trained model, or transforming a model from paddle-hub with model transforming tools provided by Paddle.js. It could run in every browser with WebGL/WebGPU/WebAssembly supported. It could also run in Baidu Smartprogram and WX miniprogram.

Awesome Document Understanding ⭐ 783

A curated list of resources for Document Understanding (DU) topic

Awesome Ocr ⭐ 711

One Python ⭐ 655

We don't need a lot of libraries. We just need the best ones. | Unofficial recommended first choice.

Latex_ocr_pro ⭐ 552

🎨 数学公式识别增强版：中英文手写印刷公式、支持初级符号推导（数据结构基于 LaTeX 抽象语法树）Math Formula OCR Pro, supports handwrite, Chinese-mixed formulas and simple symbol reasoning (based on LaTeX AST).

CnSTD: 基于 PyTorch/MXNet 的中文/英文场景文字检测（Scene Text Detection）、数学公式检测（Mathematical Formula Detection, MFD）、篇章分析（Layout Analysis）的Python3 包

Stn Ocr ⭐ 450

Code for the paper STN-OCR: A single Neural Network for Text Detection and Text Recognition

Deep License Plate Recognition ⭐ 423

Automatic License Plate Recognition (ALPR) or Automatic Number Plate Recognition (ANPR) software that works with any camera.

This is a pytorch re-implementation of EAST: An Efficient and Accurate Scene Text Detector.

Supervisely Tutorials ⭐ 376

🌈 Tutorials for Supervise.ly

Awesome Ocr Resources ⭐ 368

A collection of resources (including the papers and datasets) of OCR (Optical Character Recognition).

Baiduyun_deeplearning_competition ⭐ 363

百度云魅族深度学习应用大赛

Synthtiger ⭐ 358

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

Deep Learning For Ocr ⭐ 346

This is a reading list for deep learning for OCR

Hms Ml Demo ⭐ 333

HMS ML Demo provides an example of integrating Huawei ML Kit service into applications. This example demonstrates how to integrate services provided by ML Kit, such as face detection, text recognition, image segmentation, asr, and tts.

Comic Translation ⭐ 323

基于深度学习的漫画翻译辅助工具，包含翻译、朗读、图像去字、自动嵌字功能。目的是帮助非专业汉化人员完成更简单，快速的翻译任务。

Megreader ⭐ 277

A research project for text detection and recognition using PyTorch 1.2.

Latex_ocr ⭐ 276

💎 数学公式识别 Math Formula OCR

OCR model for math that outputs LaTeX and markdown

OCR, Archive, Index and Search: Implementation agnostic OCR framework.

Rnn_ctc ⭐ 216

Recurrent Neural Network and Long Short Term Memory (LSTM) with Connectionist Temporal Classification implemented in Theano. Includes a Toy training example.

Transformer_str ⭐ 197

PyTorch implementation of my new method for Scene Text Recognition (STR) based on Transformer,Equipped with Transformer, this method outperforms the best model of the aforementioned deep-text-recognition-benchmark by 7.6% on CUTE80.

Table Detection and Extraction Using Deep Learning ( It is built in Python, using Luminoth, TensorFlow<2.0 and Sonnet.)

Str Fewer Labels ⭐ 166

Scene Text Recognition (STR) methods trained with fewer real labels (CVPR 2021)

Multi Type Td Tsr ⭐ 161

Extracting Tables from Document Images using a Multi-stage Pipeline for Table Detection and Table Structure Recognition:

RObust document image BINarization

Craft Text Detector ⭐ 157

Packaged, Pytorch-based, easy to use, cross-platform version of the CRAFT text detector

Ultimatemrz Sdk ⭐ 149

Machine-readable zone/travel document (MRZ / MRTD) detector and recognizer using deep learning

CUTIE (TensorFlow implementation of Convolutional Universal Text Information Extractor)

Text_recognition_toolbox ⭐ 141

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

Neuralnet Handwriting Ios ⭐ 132

A handwriting recognition example for iOS using NeuralNet

Nanonets Ocr Sample Python ⭐ 129

NanoNets OCR API Example for Python

Nepali_nlp ⭐ 126

A python based library for NLP in Nepali language

Aws Ai Solution Kit ⭐ 119

Machine Learning APIs for common use cases, include: General OCR (Simplified/Traditional Chinese), Custom OCR, Image Similarity, Object Recognition, Face Detection, Face Comparison, Human Image Segmentation, Human Attribute Recognition, Pornography Detection, Image Super Resolution, Text Similarity, Car License Plate, etc.

Pythonml ⭐ 119

Artificial neural network classes and tools in Python and TensorFlow.

Craft_keras ⭐ 118

Keras implementation of Character Region Awareness for Text Detection (CRAFT)

Docdiff ⭐ 116

ACM Multimedia 2023: DocDiff: Document Enhancement via Residual Diffusion Models. Also contains 1597 red seals in Chinese scenes, along with their corresponding binary masks.

Hyper Table Ocr ⭐ 110

A carefully-designed OCR pipeline for universal boarded table recognition and reconstruction.

Master Tf ⭐ 106

PixLab Resources & Code Samples

Open Lpr ⭐ 104

Open Source and Free License Plate Recognition Software

Comic Text Detector ⭐ 97

Manga&Comic text detection

Handwritten Chinese Ocr Samples ⭐ 91

End-to-end model training and deployment reference for handwritten Chinese text recognition, and can also be extended to other languages.

Keras Ctpn ⭐ 84

keras复现场景文本检测网络CPTN: 《Detecting Text in Natural Image with Connectionist Text Proposal Network》；欢迎试用，关注，并反馈问题...

Ultimatecreditcard Sdk ⭐ 82

Bank credit card deep layout analysis, fields extraction and recognition/OCR (ScanToPay) using deep learning

Deep Learning Paper Datasets Notes ⭐ 82

Paper-Datasets-Notes

caffe re-implementation of R2CNN: Rotational Region CNN for Orientation Robust Scene Text Detection

Ai Reading Materials ⭐ 77

Some of the ML and DL related reading materials, research papers that I've read

Automatic_number_plate_recognition_yolo_ocr ⭐ 76

Automatic number plate recognition using tech: Yolo, OCR, Scene text detection, scene text recognation, flask, torch

Yuzumarker ⭐ 70

🍋 [WIP] Manga Translation Tool

Semimtr Text Recognition ⭐ 68

Multimodal Semi-Supervised Learning for Text Recognition (SemiMTR)

Glass Text Spotting ⭐ 65

Official implementation for "GLASS: Global to Local Attention for Scene-Text Spotting" (ECCV'22)

Building OCR using YOLO and Tesseract

Ppocrlabel ⭐ 61

PPOCRLabel is a semi-automatic graphic annotation tool suitable for OCR field, with built-in PP-OCR model to automatically detect and re-recognize data. It is written in Python 3 and PyQT5, supporting rectangular box annotation and four-point annotation modes. Annotations can be directly used for the training of PP-OCR detection and recognition models.

Transformer Ocr ⭐ 59

Handwritten text recognition using transformers.

Keras Image Ocr ⭐ 58

How to train a Keras model to recognize variable length text | DLology

Deepocrservice ⭐ 53

Simple OCR service using deep learning

Vitae Transformer Scene Text Detection ⭐ 51

A comprehensive list of our research works related to scene text detection and spotting, including papers, codes, and citations. Note: The official repo for [IJCV'22] "I3CL: Intra- and Inter-Instance Collaborative Learning for Arbitrary-shaped Scene Text Detection" has been moved to: https://github.com/ViTAE-Transformer/I3CL

Bubbleblaster ⭐ 51

Bubble Blaster removes text from speech bubbles in mangas/manhwas, made for Scanlations groups.

Bankcard Recognizer ⭐ 46

Extracting numbers from bankcard, based on Deep Learning. 基于深度学习的银行卡号识别与定位系统。

Ultimatemicr Sdk ⭐ 44

Bank check information extraction/OCR from Magnetic Ink Character Recognition [MICR] (E-13B & CMC-7) using deep learning

The official implementation of SPTS v2: Single-Point Text Spotting

Fots_ocr ⭐ 39

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

Ocr Vqgan ⭐ 32

OCR-VQGAN, a discrete image encoder (tokenizer and detokenizer) for figure images in Paper2Fig100k dataset. Implementation of OCR Perceptual loss for clear text-within-image generation. Fork from VQGAN in CompVis/taming-transformers

Credit Card Recognition Sdk Android ⭐ 31

Scan CreditCard using Mobile Camera

Pytorch Ocr ⭐ 29

Simple Pytorch framework to train OCRs. Supports CRNNs, Attention, CTC and Cross Entropy Loss.

Deep Learning Applied To Vehicle Registration Plate Detection and Recognition in PyTorch.

Cnn_for_captcha ⭐ 26

图片类验证码识别(数字验证码/缺口验证码/文字验证码/旋转验证码/相似物体验证码)

Htrpipeline ⭐ 26

Detect and read handwritten words on scanned pages.

Findtextcenternet ⭐ 25

Japanese OCR with CenterNet

Persian Ocr ⭐ 24

Optical character recognition of Farsi and Arabic letters

Equation Solver ⭐ 22

Solving handwritten mathematical equations using OCR and CNN

Swin Transformer Ocr ⭐ 22

swin-transformer custom for OCR

A realtime digit OCR on the browser using Machine Learning

Seven Segment Ocr ⭐ 21

Computer vision project to automatically recognize digits characters in a seven-segments display

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