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augmentation

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Fabric

danielmiessler / Fabric

Sponsor
Star 44.6k

Fabric is an open-source framework for augmenting humans using AI. It provides a modular system for solving specific problems using a crowdsourced set of AI prompts that can be used anywhere.

ai life work augmentation flourishing
  • Updated Nov 10, 2026
  • Go
LifeOS

danielmiessler / LifeOS

Sponsor
Star 19.8k

⛰️ LifeOS — The AI-powered Life Operating System that helps you hill climb to wherever you're going.

productivity ai coding humans augmentation personal-ai lifeos intent-engineering ai-harness
  • Updated Nov 5, 2026
  • TypeScript
albumentations

albumentations-team / albumentations

Sponsor
Star 15.3k

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

python machine-learning deep-learning detection image-processing image-classification segmentation object-detection image-segmentation image-augmentation augmentation fast-augmentations
  • Updated Jun 25, 2025
  • Python

aleju / imgaug

Star 14.7k

Image augmentation for machine learning experiments.

machine-learning deep-learning images heatmap crop contrast polygon keypoints affine-transformation bounding-boxes image-augmentation augmentation segmentation-maps augment-images
  • Updated Jul 30, 2024
  • Python
pedalboard

spotify / pedalboard

Star 6.5k

🎛 🔊 A Python library for audio.

audio python machine-learning audio-production audio-unit vst3 juce audio-processing augmentation pybind11 vst3-host audio-research
  • Updated Nov 9, 2026
  • C++

ashnkumar / sketch-code

Star 5.1k

Keras model to generate HTML code from hand-drawn website mockups. Implements an image captioning architecture to drawn source images.

deep-learning tensorflow keras image-processing image-captioning html-generation augmentation
  • Updated Aug 6, 2026
  • Python
Augmentor

mdbloice / Augmentor

Star 5.1k

Image augmentation library in Python for machine learning.

machine-learning deep-learning neural-networks augmentation
  • Updated Mar 21, 2024
  • Python

makcedward / nlpaug

Sponsor
Star 4.7k

Data augmentation for NLP

nlp data-science machine-learning natural-language-processing ai ml artificial-intelligence augmentation adversarial-example adversarial-attacks
  • Updated Oct 23, 2026
  • Jupyter Notebook
torchio

TorchIO-project / torchio

Star 2.5k

Medical imaging processing for AI applications.

python machine-learning deep-learning pytorch medical-image-computing data-augmentation augmentation medical-image-processing medical-image-analysis
  • Updated Nov 5, 2026
  • Python

iver56 / audiomentations

Star 2.3k

A Python library for audio data augmentation. Useful for making audio ML models work well in the real world, not just in the lab.

audio python music machine-learning deep-learning dsp sound sound-processing data-augmentation augmentation audio-effects audio-data-augmentation
  • Updated Apr 13, 2026
  • Python

kakaobrain / fast-autoaugment

Star 1.6k

Official Implementation of 'Fast AutoAugment' in PyTorch.

computer-vision deep-learning cnn pytorch distributed image-classification convolutional-neural-networks augmentation automl automated-machine-learning
  • Updated Jun 16, 2021
  • Python
pytorch-toolbelt

BloodAxe / pytorch-toolbelt

Star 1.6k

PyTorch extensions for fast R&D prototyping and Kaggle farming

python machine-learning deep-learning pipeline image-processing pytorch kaggle image-classification segmentation object-detection image-segmentation augmentation focal-loss tta jaccard-loss test-time-augmentation
  • Updated Oct 9, 2025
  • Python

clovaai / CutMix-PyTorch

Star 1.3k

Official Pytorch implementation of CutMix regularizer

regularization transfer-learning augmentation cutmix iccv2019
  • Updated Sep 16, 2020
  • Python

iver56 / torch-audiomentations

Star 1.2k

Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.

audio python music machine-learning deep-learning dsp waveform sound pytorch sound-processing data-augmentation augmentation audio-effects differentiable-data-augmentation audio-data-augmentation
  • Updated Nov 24, 2025
  • Python

qubvel / ttach

Star 1k

Image Test Time Augmentation with PyTorch!

computer-vision deep-learning pytorch classification segmentation augmentation tta tta-wrapper keypoint-detection test-time-augmentation
  • Updated Jul 28, 2023
  • Python

jasmcaus / caer

Sponsor
Star 823

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

python opencv data-science machine-learning ai computer-vision deep-learning neural-network gpu cuda image-processing artificial-intelligence video-processing vision image-classification segmentation type-checking image-segmentation augmentation caer
  • Updated Oct 25, 2026
  • Python

hahnec / color-matcher

Star 709

automatic color-grading and image data augmentation

color image transfer photography matching match histogram automatic colour stopmotion mkl image-augmentation augmentation reinhard color-grading histogram-equalization monge kantorovich
  • Updated Feb 24, 2026
  • Python

ildoonet / pytorch-randaugment

Star 634

Unofficial PyTorch Reimplementation of RandAugment.

computer-vision deep-learning pytorch classification imagenet convolutional-neural-networks cifar augmentation autoaugment
  • Updated Mar 14, 2023
  • Python

albumentations-team / AlbumentationsX

Sponsor
Star 593

Image augmentation for computer vision. AGPL-3.0-only or commercial licensing.

python machine-learning computer-vision deep-learning tensorflow image-processing pytorch medical-imaging image-classification segmentation deeplearning object-detection 3d data-augmentation image-augmentation augmentation instance-segmentation bounding-box keypoint-detection image-segmentations
  • Updated Nov 12, 2026
  • Python

firmai / deltapy

Star 558

DeltaPy - Tabular Data Augmentation (by @firmai)

finance data-science machine-learning time-series tabular-data feature-extraction feature-engineering data-augmentation augmentation
  • Updated Sep 19, 2023
  • Jupyter Notebook

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