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The Top 171 Text Recognition Open Source Projects on Github

Categories > Text Processing > Text Recognition
Unilm ⭐ 3,098
UniLM AI - Large-scale Self-supervised Pre-training across Tasks, Languages, and Modalities
Adelaidet ⭐ 2,387
AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.
Awesome Deep Text Detection Recognition ⭐ 2,208
A curated list of resources for text detection/recognition (optical character recognition ) with deep learning methods.
Tesseract Ocr For Php ⭐ 2,162
A wrapper to work with Tesseract OCR inside PHP.
Deep Text Recognition Benchmark ⭐ 2,016
Text recognition (optical character recognition) with deep learning methods.
Textrecognitiondatagenerator ⭐ 1,933
A synthetic data generator for text recognition
Mmocr ⭐ 1,663
OpenMMLab Text Detection, Recognition and Understanding Toolbox
Awesome Scene Text Recognition ⭐ 1,561
A curated list of resources dedicated to scene text localization and recognition
Mlkit ⭐ 1,446
A collection of sample apps to demonstrate how to use Google's ML Kit APIs on Android and iOS
Tika Python ⭐ 1,040
Tika-Python is a Python binding to the Apache Tika™ REST services allowing Tika to be called natively in the Python community.
Training_extensions ⭐ 937
Trainable models and NN optimization tools
Image Text Localization Recognition ⭐ 798
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
Total Text Dataset ⭐ 568
Total Text Dataset. It consists of 1555 images with more than 3 different text orientations: Horizontal, Multi-Oriented, and Curved, one of a kind.
Tr ⭐ 520
Free Offline OCR 离线的中文文本检测+识别SDK
Cnn_lstm_ctc_ocr ⭐ 462
Tensorflow-based CNN+LSTM trained with CTC-loss for OCR
Stn Ocr ⭐ 450
Code for the paper STN-OCR: A single Neural Network for Text Detection and Text Recognition
Ctcwordbeamsearch ⭐ 431
Connectionist Temporal Classification (CTC) decoder with dictionary and language model.
React Native Tesseract Ocr ⭐ 414
Tesseract OCR wrapper for React Native
Attention Ocr Chinese Version ⭐ 394
Attention OCR Based On Tensorflow
Trex ⭐ 391
Easy to use text extraction tool for macOS
Vedastr ⭐ 389
A scene text recognition toolbox based on PyTorch
Doctr ⭐ 387
docTR by Mindee (Document Text Recognition) - a seamless, high-performing & accessible library for OCR-related tasks powered by Deep Learning.
Aster.pytorch ⭐ 331
ASTER in Pytorch
Awesome Ocr Resources ⭐ 310
A collection of resources (including the papers and datasets) of OCR (Optical Character Recognition).
Ocr.pytorch ⭐ 285
A pure pytorch implemented ocr project including text detection and recognition
Megreader ⭐ 277
A research project for text detection and recognition using PyTorch 1.2.
Chineseaddress_ocr ⭐ 276
Photographing Chinese-Address OCR implemented using CTPN+CTC+Address Correction. 拍照文档中文地址文字识别。
Pytorchocr ⭐ 262
基于pytorch的ocr算法库，包括 psenet, pan, dbnet, sast , crnn
Pan_pp.pytorch ⭐ 226
Official implementations of PSENet, PAN and PAN++.
Text Detector ⭐ 175
Tool which allow you to detect and translate text.
React Native Dialogflow ⭐ 164
A React-Native Bridge for the Google Dialogflow (API.AI) SDK
Node Tesseract Ocr ⭐ 150
A Node.js wrapper for the Tesseract OCR API
Text_recognition_toolbox ⭐ 141
text_recognition_toolbox: The reimplementation of a series of classical scene text recognition papers with Pytorch in a uniform way.
Scene Text Recognition ⭐ 131
Scene text detection and recognition based on Extremal Region(ER)
Awesome Ai Services ⭐ 127
An overview of the AI-as-a-service landscape
Compv ⭐ 117
Insanely fast Open Source Computer Vision library for ARM and x86 devices (Up to #50 times faster than OpenCV)
Sightseq ⭐ 109
🔭 Computer vision tools for fairseq, containing PyTorch implementation of text recognition and object detection
Ocr ⭐ 95
Simple app to extract text from pictures using Tesseract
Insightocr ⭐ 92
MXNet OCR implementation. Including text recognition and detection.
Php Apache Tika ⭐ 82
Apache Tika bindings for PHP: extract text and metadata from documents, images and other formats
Crnn With Stn ⭐ 79
implement CRNN in Keras with Spatial Transformer Network
Crnn ⭐ 75
Convolutional recurrent neural network for scene text recognition or OCR in Keras
Synthtiger ⭐ 65
Official implementation of SynthTIGER (Synthetic Text Image GEneratoR) ICDAR 2021
Cleval ⭐ 65
CLEval: Character-Level Evaluation for Text Detection and Recognition Tasks
Mlkit ⭐ 63
🌝 MLKit是一个强大易用的工具包。通过ML Kit您可以很轻松的实现文字识别、条码识别、图像标记、人脸检测、对象检测等功能。
Mtl Text Recognition ⭐ 60
multi-task learning for text recognition with joint CTC-attention
Str Fewer Labels ⭐ 60
Scene Text Recognition (STR) methods trained with fewer real labels.
Crnn.pytorch ⭐ 56
crnn实现水平和垂直方向中文文字识别, 提供在3w多个中文字符训练的水平识别和垂直识别的预训练模型; 欢迎关注,试用和反馈问题... ...
Chinese Text Detection And Recognition ⭐ 52
Assignment of Image Analysis and Understanding
Scenetextrecognitionios ⭐ 51
A scene text recognition demo app using Vision framework and tesseract
Textrecognizer ⭐ 47
By this library you can extract text from image.
Awesome Scene Text ⭐ 44
A curated list of papers and resources for scene text detection and recognition
Meta Selflearning ⭐ 41
Meta Self-learning for Multi-Source Domain Adaptation： A Benchmark
Sar_tf ⭐ 36
This is an implementation of Show, Attend and Read with tensorflow
Crnn Pytorch ⭐ 36
✍️ Convolutional Recurrent Neural Network in Pytorch | Text Recognition
Spark Ai Summit 2020 Text Extraction ⭐ 33
Dict Guided ⭐ 31
Dictionary-guided Scene Text Recognition (CVPR-2021)
Questor ⭐ 29
Scan & Search text from hardcopy books and images! 📖 🔍
React Native Mlkit Ocr ⭐ 26
Google on-device MLKit Text Recognition for React Native
Card Reader ⭐ 24
Card Reader Android Application. Scan business cards and directly save the details to your Google Contacts.
Android Text Scanner ⭐ 23
Read text and numbers with android camera OCR
Ae_textspotter ⭐ 20
Tda Rects ⭐ 20
A Validation Set for Text Detection Ambiguity
Titanium Vision ⭐ 19
Use the Vision & VisionKit framework with Appcelerator Titanium.
Word Recognition Embednet Cab ⭐ 17
Code implementation for our ICPR, 2020 paper titled "Improving Word Recognition using Multiple Hypotheses and Deep Embeddings"
Lego Mindstorms 51515 Jetson Nano ⭐ 16
Combines the LEGO Mindstorms 51515 with the NVIDIA Jetson Nano
Ocr Android ⭐ 16
⭕ Text recognition, Leptonica-based deep learning technology, the text on the picture, intelligent recognition as editable text. Support printing and handwriting recognition, including ID cards, business cards and other card types, but also support notes, waybills and other customized scene identification, can effectively replace the manual entry of information scenes. Available in both Chinese and English language libraries, recognition accuracy up to 94%. No networking required.
Formulas Python ⭐ 15
Ritchie CLI formulas in Python 🐍
Dango Ocr ⭐ 15
DangoOCR: screenshot OCR recognize 文字识别，支持多种语言，识别后翻译，播放声音
Nlp Image To Text ⭐ 14
code to extract text from images
Word Recognition And Retrieval ⭐ 13
Code implementation for our DAS, 2020 paper titled "Fused Text Recogniser and Deep Embeddings Improve Word Recognition and Retrieval"
Mlkit Android Apps ⭐ 13
All android applications (apps) using MLKit
Textdetect ⭐ 12
This app detects the text from the picture input using camera or photos gallery. The app uses MLVisionTextModel for on device detection. The Vision framework from MLKit of Google is used here.
League Of Legends Bot ⭐ 12
League of legends bot is a pixel bot for League Of Legends 10.19, written in C# .NET using image processing , and dependency injection (Pattern Scripting)
Evernote Ocr ⭐ 11
Use the Evernote API to perform text recognition (OCR) on an image file.
Handwritten Japanese Ocr ⭐ 11
Handwritten Japanese OCR demo using touch panel to draw the input text using Intel OpenVINO toolkit
Cr Plates Generator ⭐ 11
Costa Rican license plate dataset generator
Text Recognition With Google Vision ⭐ 9
OCR Implementation with Google Vision API
Segmentation Free_ocr ⭐ 9
recognize chinese and english without segmentation
Alphabetrecognizer ⭐ 8
Simple Optical Character Recognizer (english-ocr-image-to-text-recognition-sample-trainig-alphabet-photo-data-database-dataset)
Ocr ⭐ 8
[python3.6] 自然场景文字检测，tf+pytorch实现vgg+ctpn+crnn实现不定长场景文字OCR识别
Synthchinese ⭐ 8
中文OCR语料合成。可返回每个字符的具体位置
Cordova Ml Kit ⭐ 8
Implements ML Kit as Cordova plugin on iOS and Android.
Tf2 Fots ⭐ 8
FOTS text detection and recognition
Text Recognition ⭐ 7
Undergraduate Final Project
Huaweichallenge ⭐ 7
Attempt made by George Punter, Alexander T. Luisi, Owen Harcome, Yann Herklotz, Divyansh Manocha and Martin Ferianc for the Huawei Debluring challenge 2017
Firebasemlkit ⭐ 7
The project is made to help android developers understand and implement machine learning(ML) Kit provided by Firebase 🔥 as one of its features
Recent Ocr Papers ⭐ 6
this repo include paper review, code in text detection, text recognition, text spotting area
Ios Text Reader ⭐ 6
iOS app that reads text from camera live preview.
Mobi ⭐ 6
모두의 헬스 케어 비서 - MOBI
Healthyluncher Demo ⭐ 6
Classify your lunch! Based on models created with the help of CreateML.
Chatter Box Translator ⭐ 5
Ocr Dictionary ⭐ 5
Android OCR application to obtain definition of text scanned.
Deepimagepreview Project ⭐ 5
Android application that uses Machine Learning, Text Recognition API and Google Custom Search Engine in order to provide image preview for text that is picked up from the camera of the device.
Text Flask ⭐ 5
A web implementation of text detection and recognition
Textrecognition ⭐ 5
Text Recognition for Android App using Firebase ML Kit
Php Tesseract Ocr ⭐ 5
PHP Tesseract OCR is a C++ extension of PHP for character recognition and OCR learning in PHP environment.
Text Ocr ⭐ 5
Python project to recognise printed pages, handwritten notes and signatures using AI. Comes all together to build a writer identification system.
Google Lens Clone ⭐ 5
This project shows how to use text recognition feature in a react native app similar to google lens
Crnn Pytorch ⭐ 4
A Pytorch Implementation of CRNN: Convolutional Recurrent Neural Network for Imagebased sequence recognition
1-100 of 171 projects

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Advertising 📦 9
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Applications 📦 181
Artificial Intelligence 📦 72
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Code Quality 📦 28
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Community 📦 81
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Operations 📦 120
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Text Editors 📦 45
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Version Control 📦 29
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Web Browsers 📦 38
Web Servers 📦 25
Web User Interface 📦 194
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