Python text-recognition

Open-source Python projects categorized as text-recognition
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OCR text-detection Deep Learning Python Computer Vision
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Top 11 Python text-recognition Projects

text-recognition

  1. doctr

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

  2. InfluxDB

    InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.

    InfluxDB logo

  3. mmocr

    OpenMMLab Text Detection, Recognition and Understanding Toolbox

  4. TextRecognitionDataGenerator

    A synthetic data generator for text recognition

  5. AdelaiDet

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

  6. tika-python

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

  7. parseq

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

  8. synthtiger

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

    Project mention: All Data and AI Weekly #182 - 24-March-2025 | dev.to | 2025-03-24

  9. Stream

    Stream - Scalable APIs for Chat, Feeds, Moderation, & Video. Stream helps developers build engaging apps that scale to millions with performant and flexible Chat, Feeds, Moderation, and Video APIs and SDKs powered by a global edge network and enterprise-grade infrastructure.

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  10. Meta-SelfLearning

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

  11. fastmrz

    ⚡Extracting the Machine Readable Zone (MRZ) from passport or any document images

    Project mention: Introducing FastMRZ – Effortless MRZ Extraction Made Simple | dev.to | 2024-12-31

    GitHub Repository: FastMRZ Repo

  12. vkit

    Boosting Document Intelligence

  13. summarize-text

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

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).

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Python text-recognition related posts

  • Domain adaptation text recognition/OCR dataset (MSDA) and benchmark: Multi-source domain adaptation dataset for text recognition

    1 project | /r/u_Mammoth_Grade_6875 | 27 Sep 2021

  • OCR on soda can and food containers

    3 projects | /r/computervision | 29 Apr 2021

  • [N] MMOCR: A Toolbox for Text Detection, Recognition, and Understanding Based on PyTorch

    1 project | /r/MachineLearning | 9 Apr 2021

  • OCR Baselines Based on PyTorch

    1 project | news.ycombinator.com | 8 Apr 2021

Index

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

# Project Stars
1 doctr 4,920
2 mmocr 4,558
3 TextRecognitionDataGenerator 3,511
4 AdelaiDet 3,447
5 tika-python 1,596
6 parseq 643
7 synthtiger 529
8 Meta-SelfLearning 203
9 fastmrz 71
10 vkit 23
11 summarize-text 7

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