Python image-augmentation

Open-source Python projects categorized as image-augmentation
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Topics: Machine Learning Deep Learning Augmentation Python Image processing
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Top 5 Python image-augmentation Projects

  • imgaug

    Image augmentation for machine learning experiments.

  • albumentations

    Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

    • Project mention: Augment specific classes? | /r/computervision | 2023-12-06

    You can use albumentations if you are comfortable with using open source libraries https://github.com/albumentations-team/albumentations

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  • autoalbument

    AutoML for image augmentation. AutoAlbument uses the Faster AutoAugment algorithm to find optimal augmentation policies. Documentation - https://albumentations.ai/docs/autoalbument/

  • vkit

    Boosting Document Intelligence

  • YOLO-Mosaic

    Perform mosaic image augmentation on data for training a YOLO model

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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).

Python image-augmentation related posts

  • Augment specific classes?

    2 projects | /r/computervision | 6 Dec 2023

  • The Lack of Compensation in Open Source Software Is Unsustainable

    5 projects | news.ycombinator.com | 17 Nov 2023

  • Burn Deep Learning Framework Release 0.7.0: Revamped (de)serialization, optimizer & module overhaul, initial ONNX support and tons of new features.

    3 projects | /r/rust | 6 May 2023

  • How to label augmented images for training YOLO algorithm?

    2 projects | /r/learnmachinelearning | 23 Mar 2023

  • How to label augmented images for training YOLO algorithm?

    1 project | /r/computervision | 23 Mar 2023

  • Unstable Diffusion bounces back with $19,000 raised in one day, by using Stripe

    1 project | /r/StableDiffusion | 23 Dec 2022

  • Tokyo Drift : detecting drift in images with NannyML and Whylogs

    1 project | dev.to | 4 Dec 2022
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    www.saashub.com | 7 May 2024
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Index

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

Project Stars
1 imgaug 14,165
2 albumentations 13,451
3 autoalbument 195
4 vkit 22
5 YOLO-Mosaic 7

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