text-recognition

Open-source projects categorized as text-recognition
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Language: + Python + Kotlin + Java + Jupyter Notebook + PHP + C# + C++ + Scala
Topics: OCR text-detection Deep Learning optical-character-recognition Mlkit
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Top 21 text-recognition Open-Source Projects

  • mmocr

    OpenMMLab Text Detection, Recognition and Understanding Toolbox

    • Project mention: Show HN: BetterOCR combines and corrects multiple OCR engines with an LLM | news.ycombinator.com | 2023-10-28

    Yup! But I'm still exploring options. (any recommendations would be welcomed!) Here are some candidates I'm considering:

    - https://github.com/mindee/doctr

    - https://github.com/open-mmlab/mmocr

    - https://github.com/PaddlePaddle/PaddleOCR (honestly I don't know Mandarin so I'm a bit stuck)

    - https://github.com/clovaai/donut - While it's primarily an "OCR-free document understanding transformer," I think it's worth experimenting with. Think I can sort this out by letting the LLM reason through it multiple times (although this will impact performance)

    - yesterday got a suggestion to consider https://github.com/kakaobrain/pororo - I don't think development is still active but the results are pretty great on Korean text

  • deep-text-recognition-benchmark

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

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

    InfluxDB logo

  • AdelaiDet

    AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.

  • mlkit

    A collection of sample apps to demonstrate how to use Google's ML Kit APIs on Android and iOS

  • TextRecognitionDataGenerator

    A synthetic data generator for text recognition

  • doctr

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

    • Project mention: Show HN: How do you OCR on a Mac using the CLI or just Python for free | news.ycombinator.com | 2024-01-02

    https://github.com/mindee/doctr/issues/1049

    I am looking for something this polished and reliable for handwriting, does anyone have any pointers? I want to integrate it in a workflow with my eink tablet I take notes on. A few years ago, I tried various models, but they performed poorly (around 80% accuracy) on my handwriting, which I can read almost 90% of the time.

  • tesseract-ocr-for-php

    A wrapper to work with Tesseract OCR inside PHP.

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

    WorkOS logo

  • tika-python

    Tika-Python is a Python binding to the Apache Tika™ REST services allowing Tika to be called natively in the Python community.

  • react-native-tesseract-ocr

    Tesseract OCR wrapper for React Native

  • parseq

    Scene Text Recognition with Permuted Autoregressive Sequence Models (ECCV 2022)

    • Project mention: need help for license plate number segmentation | /r/deeplearning | 2023-05-31

    I really recommend the usage of scene text recognition models. They are perfect for these type of usecases: https://github.com/baudm/parseq or check https://paperswithcode.com/task/scene-text-recognition make sure to check the licenses and good luck 👍🏻

  • Meta-SelfLearning

    Meta Self-learning for Multi-Source Domain Adaptation： A Benchmark

  • react-native-mlkit-ocr

    Google on-device MLKit Text Recognition for React Native

  • League-of-Legends-Bot

    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)

  • EverTranslator

    Translate text anytime and everywhere, even you are gaming!

  • scannerate

    Native android application that scans for text in images. Uses ML kit under the hood.

  • Google-MLKit-Android-Apps

    All Android Applications using Google MLKit [Java & Kotlin]

  • Android-Sudoku-Solver-OCR

    Android app for solving sudoku puzzles.

  • EasyOCR-cpp

    Custom C++ implementation of deep learning based OCR

    • Project mention: [P] EasyOCR in C++! | /r/MachineLearning | 2023-12-02

  • vkit

    Boosting Document Intelligence

  • summarize-text

    📖 A Python app that uses text recognition on photos, then texts you a summary.

  • sight-dotty

    A client for Sight APIs written in Scala 3

  • SaaSHub

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2024-01-02.

text-recognition related posts

Index

What are some of the best open-source text-recognition projects? This list will help you:

Project Stars
1 mmocr 4,059
2 deep-text-recognition-benchmark 3,619
3 AdelaiDet 3,326
4 mlkit 3,316
5 TextRecognitionDataGenerator 3,030
6 doctr 2,973
7 tesseract-ocr-for-php 2,776
8 tika-python 1,406
9 react-native-tesseract-ocr 543
10 parseq 493
11 Meta-SelfLearning 196
12 react-native-mlkit-ocr 160
13 League-of-Legends-Bot 156
14 EverTranslator 127
15 scannerate 44
16 Google-MLKit-Android-Apps 39
17 Android-Sudoku-Solver-OCR 35
18 EasyOCR-cpp 24
19 vkit 21
20 summarize-text 6
21 sight-dotty 4

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