Top 11 Python Augmentation Projects

• imgaug

  7 14,140 0.0 Python

  Image augmentation for machine learning experiments.

• albumentations

  28 13,395 8.3 Python

  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

• WorkOS

  workos.com sponsored

  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.

  

• Augmentor

  1 5,023 0.0 Python

  Image augmentation library in Python for machine learning.

• torchio

  2 1,952 8.2 Python

  Medical imaging toolkit for deep learning

• pytorch-toolbelt

  1 1,483 8.3 Python

  PyTorch extensions for fast R&D prototyping and Kaggle farming

• ttach

  1 943 0.0 Python

  Image Test Time Augmentation with PyTorch!

• caer

  8 749 0.0 Python

  High-performance Vision library in Python. Scale your research, not boilerplate.

• InfluxDB

  www.influxdata.com sponsored

  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.

  

• textaugment

  2 370 4.6 Python

  TextAugment: Text Augmentation Library

  

• color-matcher

  1 343 2.8 Python

  automatic color-grading

• autoalbument

  1 195 0.0 Python

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

  

• FAST-RIR

  1 137 5.0 Python

  This is the official implementation of our neural-network-based fast diffuse room impulse response generator (FAST-RIR) for generating room impulse responses (RIRs) for a given acoustic environment.

Python Augmentation related posts

• Augment specific classes?
  2 projects | /r/computervision | 6 Dec 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
• [D] Improve machine learning with same number of images
  1 project | /r/MachineLearning | 9 Nov 2022
• What are the best programs/scripts for image augmentation of YOLO5 training dataset. Something like roboflow but free)
  2 projects | /r/computervision | 25 Oct 2022
• To get dataset for face image restoration.
  1 project | /r/computervision | 29 Sep 2022
• A note from our sponsor - WorkOS
  workos.com | 25 Apr 2024

  The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning. Learn more →

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