crnn

Open-source projects categorized as crnn
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Language: + Python + C++ + Jupyter Notebook
Topics: OCR Pytorch Deep Learning dbnet scene-text
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Top 8 crnn Open-Source Projects

  • PaddleOCR

    Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)

    • Project mention: Leveraging GPT-4 for PDF Data Extraction: A Comprehensive Guide | dev.to | 2023-12-27

    PyTesseract Module [ Github ] EasyOCR Module [ Github ] PaddlePaddle OCR [ Github ]

  • EasyOCR

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

    • Project mention: Leveraging GPT-4 for PDF Data Extraction: A Comprehensive Guide | dev.to | 2023-12-27

    PyTesseract Module [ Github ] EasyOCR Module [ Github ] PaddlePaddle OCR [ Github ]

  • 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

  • tensorrtx

    Implementation of popular deep learning networks with TensorRT network definition API

  • 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

  • RapidOCR

    Awesome OCR multiple programing languages toolkits based on ONNXRuntime, OpenVION and PaddlePaddle.

    • Project mention: FLaNK Stack 05 Feb 2024 | dev.to | 2024-02-05

  • PaddleOCR2Pytorch

    PaddleOCR inference in PyTorch. Converted from [PaddleOCR](https://github.com/PaddlePaddle/PaddleOCR)

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  • iam-crnn-ctc-recognition

    IAM Dataset Handwriting Recognition Using CRNN, CTC Loss, DeepSpeech Beam Search, And KenLM Scorer

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).

crnn related posts

  • Leveraging GPT-4 for PDF Data Extraction: A Comprehensive Guide

    5 projects | dev.to | 27 Dec 2023

  • What is the best repo for hand written text recognition?

    1 project | /r/computervision | 11 Dec 2023

  • OCR a lot of hand written invoice and records?

    1 project | /r/selfhosted | 7 Dec 2023

  • Ask HN: Best way to perform complex OCR task in 2023?

    1 project | news.ycombinator.com | 5 Dec 2023

  • [P] EasyOCR in C++!

    2 projects | /r/MachineLearning | 2 Dec 2023

  • Show HN: BetterOCR combines and corrects multiple OCR engines with an LLM

    8 projects | news.ycombinator.com | 28 Oct 2023

  • How would you go about driving contextual data from images?

    3 projects | /r/LangChain | 4 Jul 2023
  • A note from our sponsor - SaaSHub
    www.saashub.com | 2 May 2024
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Index

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

Project Stars
1 PaddleOCR 38,569
2 EasyOCR 21,953
3 tensorrtx 6,584
4 mmocr 4,077
5 deep-text-recognition-benchmark 3,625
6 RapidOCR 1,990
7 PaddleOCR2Pytorch 764
8 iam-crnn-ctc-recognition 21

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