Python crnn

Open-source Python projects categorized as crnn Edit details
Related topics: #OCR #Pytorch #Deep Learning #Db #Machine Learning

Top 5 Python crnn 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: [P] The table extraction tool: PP-Structure | reddit.com/r/MachineLearning | 2022-08-16

  • EasyOCR

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

    Project mention: [D] Python's Text Recognition library EasyOCR not recognizing Bold/Block text. | reddit.com/r/MachineLearning | 2022-08-15

    Their default model is really good at black text white background, but fails at anything else. You can train your own model with the new data https://github.com/JaidedAI/EasyOCR/blob/master/custom_model.md. The thing they don't tell you is that their testing code is heavily modified to help their default model, so any custom model you will need to write your own testing / execution wrapper for it.

  • Scout APM

    Less time debugging, more time building. Scout APM allows you to find and fix performance issues with no hassle. Now with error monitoring and external services monitoring, Scout is a developer's best friend when it comes to application development.

  • mmocr

    OpenMMLab Text Detection, Recognition and Understanding Toolbox

  • PaddleOCR2Pytorch

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

    Project mention: [Technical Article] OCR Upgrade | reddit.com/r/deepin | 2022-06-12

    Path №2: use the tools provided by the project https://github.com/frotms/PaddleOCR2Pytorch to convert the models of the Paddle Inference to the PTH files of Pytorch, then use the tools in Pytorch to convert the PTH files to the TorchScript files in Trace mode, and finally use PNNX in the NCNN toolbox to output them to PNNX and NCNN formats, and take the model files in NCNN format for deployment.

  • 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). The latest post mention was on 2022-08-16.

Python crnn related posts

Index

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

Project Stars
1 PaddleOCR 23,925
2 EasyOCR 15,543
3 mmocr 2,689
4 PaddleOCR2Pytorch 453
5 iam-crnn-ctc-recognition 15
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