augmentation

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danielmiessler /fabric

Sponsor

Star30.3k

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

ai life work augmentation flourishing

UpdatedMar 26, 2025
Go

albumentations-team /albumentations

Sponsor

Star14.7k

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

UpdatedMar 21, 2025
Python

aleju /imgaug

Star14.5k

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

UpdatedJul 30, 2024
Python

spotify /pedalboard

Star5.4k

🎛 🔊 A Python library for audio.

audio python machine-learning audio-production audio-unit vst3 juce audio-processing augmentation pybind11 vst3-host audio-research

UpdatedNov 26, 2024
C++

ashnkumar /sketch-code

Star5.1k

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 augmentation

UpdatedApr 5, 2024
Python

mdbloice /Augmentor

Star5.1k

Image augmentation library in Python for machine learning.

machine-learning deep-learning neural-networks augmentation

UpdatedMar 21, 2024
Python

makcedward /nlpaug

Sponsor

Star4.5k

Data augmentation for NLP

nlp data-science machine-learning natural-language-processing ai ml artificial-intelligence augmentation adversarial-example adversarial-attacks

UpdatedJun 24, 2024
Jupyter Notebook

TorchIO-project /torchio

Star2.1k

Medical imaging processing for deep learning.

python machine-learning deep-learning pytorch medical-image-computing medical-images data-augmentation augmentation medical-image-processing medical-image-analysis medical-imaging-datasets medical-imaging-with-deep-learning

UpdatedMar 24, 2025
Python

iver56 /audiomentations

Sponsor

Star2k

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

UpdatedMar 21, 2025
Python

kakaobrain /fast-autoaugment

Star1.6k

Official Implementation of 'Fast AutoAugment' in PyTorch.

computer-vision deep-learning cnn pytorch distributed image-classification convolutional-neural-networks augmentation automl automated-machine-learning

UpdatedJun 16, 2021
Python

BloodAxe /pytorch-toolbelt

Star1.5k

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

UpdatedMar 1, 2025
Python

clovaai /CutMix-PyTorch

Star1.2k

Official Pytorch implementation of CutMix regularizer

regularization transfer-learning augmentation cutmix iccv2019

UpdatedSep 16, 2020
Python

asteroid-team /torch-audiomentations

Star1k

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

UpdatedJan 15, 2025
Python

qubvel /ttach

Star995

Image Test Time Augmentation with PyTorch!

computer-vision deep-learning pytorch classification segmentation augmentation tta tta-wrapper keypoint-detection test-time-augmentation

UpdatedJul 28, 2023
Python

jasmcaus /caer

Sponsor

Star786

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

UpdatedOct 13, 2023
Python

ildoonet /pytorch-randaugment

Star633

Unofficial PyTorch Reimplementation of RandAugment.

computer-vision deep-learning pytorch classification imagenet convolutional-neural-networks cifar augmentation autoaugment

UpdatedMar 14, 2023
Python

firmai /deltapy

Star543

DeltaPy - Tabular Data Augmentation (by@firmai)

finance data-science machine-learning time-series tabular-data feature-extraction feature-engineering data-augmentation augmentation

UpdatedSep 19, 2023
Jupyter Notebook

hahnec /color-matcher

Star508

automatic color-grading

color image transfer photography matching match histogram automatic colour stopmotion mkl augmentation lightfield reinhard color-grading histogram-equalization monge kantorovich pitie re-color

UpdatedMar 17, 2023
Python

arcelien /pba

Star505

Efficient Learning of Augmentation Policy Schedules

python data-science machine-learning deep-learning tensorflow artificial-intelligence image-classification convolutional-neural-networks data-augmentation augmentation automl automated-machine-learning

UpdatedOct 27, 2019
Jupyter Notebook

RLE-Foundation /rllte

Star468

Long-Term Evolution Project of Reinforcement Learning

machine-learning reinforcement-learning deep-learning robotics gym benchmark-framework augmentation procgen long-term-project pybullet ppo intrinsic-reward huggingface phasic-policy-gradient deepmind-control-suite drq-v2

UpdatedJan 4, 2025
Python

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augmentation

Here are 446 public repositories matching this topic...

danielmiessler /fabric

albumentations-team /albumentations

aleju /imgaug

spotify /pedalboard

ashnkumar /sketch-code

mdbloice /Augmentor

makcedward /nlpaug

TorchIO-project /torchio

iver56 /audiomentations

kakaobrain /fast-autoaugment

BloodAxe /pytorch-toolbelt

clovaai /CutMix-PyTorch

asteroid-team /torch-audiomentations

qubvel /ttach

jasmcaus /caer

ildoonet /pytorch-randaugment

firmai /deltapy

hahnec /color-matcher

arcelien /pba

RLE-Foundation /rllte

Improve this page

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