Projects in Awesome Lists tagged with augmentation

https://github.com/danielmiessler/fabric

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 augmentation flourishing life work

Last synced: 04 Jan 2026

https://github.com/danielmiessler/Fabric

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 augmentation flourishing life work

Last synced: 30 Jun 2025

https://github.com/albumentations-team/albumentations

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

augmentation deep-learning detection fast-augmentations image-augmentation image-classification image-processing image-segmentation machine-learning object-detection python segmentation

Last synced: 13 May 2025

https://github.com/aleju/imgaug

Image augmentation for machine learning experiments.

affine-transformation augment-images augmentation bounding-boxes contrast crop deep-learning heatmap image-augmentation images keypoints machine-learning polygon segmentation-maps

Last synced: 14 May 2025

https://github.com/spotify/pedalboard

🎛 🔊 A Python library for audio.

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

Last synced: 14 May 2025

https://github.com/ashnkumar/sketch-code

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

augmentation deep-learning image-processing keras tensorflow

Last synced: 14 May 2025

https://github.com/mdbloice/augmentor

Image augmentation library in Python for machine learning.

augmentation deep-learning machine-learning neural-networks

Last synced: 13 May 2025

https://github.com/mdbloice/Augmentor

Image augmentation library in Python for machine learning.

augmentation deep-learning machine-learning neural-networks

Last synced: 01 Apr 2025

https://github.com/makcedward/nlpaug

Data augmentation for NLP

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

Last synced: 13 May 2025

https://github.com/torchio-project/torchio

Medical imaging processing for AI applications.

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

Last synced: 12 May 2025

https://github.com/TorchIO-project/torchio

Medical imaging processing for deep learning.

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

Last synced: 20 Feb 2025

https://github.com/iver56/audiomentations

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 audio-data-augmentation audio-effects augmentation data-augmentation deep-learning dsp machine-learning music python sound sound-processing

Last synced: 13 May 2025

https://github.com/kakaobrain/fast-autoaugment

Official Implementation of 'Fast AutoAugment' in PyTorch.

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

Last synced: 16 May 2025

https://github.com/bloodaxe/pytorch-toolbelt

PyTorch extensions for fast R&D prototyping and Kaggle farming

augmentation deep-learning focal-loss image-classification image-processing image-segmentation jaccard-loss kaggle machine-learning object-detection pipeline python pytorch segmentation test-time-augmentation tta

Last synced: 29 Apr 2025

https://github.com/BloodAxe/pytorch-toolbelt

PyTorch extensions for fast R&D prototyping and Kaggle farming

augmentation deep-learning focal-loss image-classification image-processing image-segmentation jaccard-loss kaggle machine-learning object-detection pipeline python pytorch segmentation test-time-augmentation tta

Last synced: 03 Apr 2025

https://github.com/clovaai/cutmix-pytorch

Official Pytorch implementation of CutMix regularizer

augmentation cutmix iccv2019 regularization transfer-learning

Last synced: 16 May 2025

https://github.com/clovaai/CutMix-PyTorch

Official Pytorch implementation of CutMix regularizer

augmentation cutmix iccv2019 regularization transfer-learning

Last synced: 02 May 2025

https://github.com/iver56/torch-audiomentations

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

audio audio-data-augmentation audio-effects augmentation data-augmentation deep-learning differentiable-data-augmentation dsp machine-learning music python pytorch sound sound-processing waveform

Last synced: 23 Jun 2025

https://github.com/asteroid-team/torch-audiomentations

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

audio audio-data-augmentation audio-effects augmentation data-augmentation deep-learning differentiable-data-augmentation dsp machine-learning music python pytorch sound sound-processing waveform

Last synced: 13 May 2025

https://github.com/qubvel/ttach

Image Test Time Augmentation with PyTorch!

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

Last synced: 14 Apr 2025

https://github.com/jasmcaus/caer

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

ai artificial-intelligence augmentation caer computer-vision cuda data-science deep-learning gpu image-classification image-processing image-segmentation machine-learning neural-network opencv python segmentation type-checking video-processing vision

Last synced: 15 May 2025

https://github.com/firmai/deltapy

DeltaPy - Tabular Data Augmentation (by @firmai)

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

Last synced: 24 Oct 2025

https://github.com/hahnec/color-matcher

automatic color-grading

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

Last synced: 14 May 2025

https://github.com/dsfsi/textaugment

TextAugment: Text Augmentation Library

augmentation augmentation-methods hacktoberfest low-resouce-language mixup natural-language-processing nlp nlp-augmentation synonym word2vec wordnet

Last synced: 16 May 2025

https://github.com/patois/abyss

abyss - augmentation of Hexrays decompiler output

augmentation bug-hunting code-auditing decompilation decompiler hexrays idapro idapython idapython-plugin plugin

Last synced: 15 Mar 2025

https://github.com/ecs-vlc/FMix

Official implementation of 'FMix: Enhancing Mixed Sample Data Augmentation'

augmentation pytorch pytorch-lightning tensorflow torchbearer

Last synced: 06 May 2025

https://github.com/zfturbo/volumentations

Library for 3D augmentations

3d 3d-augmentation augmentation transformations

Last synced: 09 Oct 2025

https://github.com/neuromorphs/tonic

Event datasets and transforms.

augmentation datasets event-based neuromorphic spikes transformations

Last synced: 15 May 2025

https://github.com/albumentations-team/autoalbument

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

augmentation automated-machine-learning automl computer-vision deep-learning image-augmentation machine-learning pytorch

Last synced: 07 Apr 2025

https://github.com/naver/bergen

Benchmarking library for RAG

augmentation generation llms rag retrieval

Last synced: 13 Apr 2025

https://github.com/vectordotdev/timber-ruby

🌲 Great Ruby logging made easy.

application augmentation context contextual-data events hanami log logging lograge metadata rails ruby sinatra structured-logging timber timber-ruby

Last synced: 27 Mar 2025

https://github.com/kennethenevoldsen/augmenty

Augmenty is an augmentation library based on spaCy for augmenting texts.

augmentation natural-language-processing nlp nlproc python spacy spacy-extension spacy-nlp text-augmentation text-classification training-data

Last synced: 05 Apr 2025

https://github.com/hasnainraz/semsegpipeline

A simpler way of reading and augmenting image segmentation data into TensorFlow

augmentation data-augmentation data-augmentations data-preprocessing deep-learning image-augmentation image-preprocessing input-pipeline masks pipeline python semantic-segmentation tensorflow

Last synced: 30 Jun 2025

https://github.com/kentonishi/torch-pitch-shift

Pitch-shift audio clips quickly with PyTorch (CUDA supported)! Additional utilities for searching efficient transformations are included.

audio-augmentation augmentation gpu-support pitch-shift pytorch sound-processing torch torchaudio

Last synced: 09 Apr 2025

https://github.com/andrewekhalel/edafa

Test Time Augmentation (TTA) wrapper for computer vision tasks: segmentation, classification, super-resolution, ... etc.

augmentation classification computer-vision keras pytorch segmentation super-resolution tensorflow wrapper

Last synced: 19 Aug 2025

https://github.com/qubvel/tta_wrapper

Test Time image Augmentation (TTA) wrapper for Keras model.

augmentation image-classification image-segmentation keras tensorflow tta tta-wrapper

Last synced: 15 Apr 2025

https://github.com/pooya-mohammadi/deep_utils

An open-source toolkit which is full of handy functions, including the most used models and utilities for deep-learning practitioners!

augmentation coco computer-vision cutmix deep-learning face-detection face-recognition machine-learning modelcheckpoint nlp object-detection python pytorch senet tensorflow utils vggface2 yolov5

Last synced: 16 May 2025

https://github.com/alldbi/SuperMix

Pytorch implementation of CVPR2021 paper: SuperMix: Supervising the Mixing Data Augmentation

augmentation cvpr2021 deep-learning distillation pytorch saliency-detection supervised

Last synced: 06 May 2025

https://github.com/ayulockin/swav-tf

TensorFlow implementation of "Unsupervised Learning of Visual Features by Contrasting Cluster Assignments".

augmentation contrastive-learning keras representation-learning self-supervised-learning tensorflow tensorflow2

Last synced: 19 Oct 2025

https://github.com/mjkvaak/ImageDataAugmentor

Custom image data generator for TF Keras that supports the modern augmentation module albumentations

augmentation augmentations data-generation deep-learning image-augmentation image-classification machine-learning python tensorflow2

Last synced: 08 May 2025

https://github.com/SuperKogito/pydiogment

:mega: Python library for audio augmentation

audio audio-effects audio-processing augmentation deep-learning machine-learning python sound sound-processing

Last synced: 09 Jul 2025

https://github.com/superkogito/pydiogment

:mega: Python library for audio augmentation

audio audio-effects audio-processing augmentation deep-learning machine-learning python sound sound-processing

Last synced: 21 Sep 2025

https://github.com/vita-group/ultra-data-efficient-gan-training

[NeurIPS'21] "Ultra-Data-Efficient GAN Training: Drawing A Lottery Ticket First, Then Training It Toughly", Tianlong Chen, Yu Cheng, Zhe Gan, Jingjing Liu, Zhangyang Wang

augmentation data-efficient data-efficient-gan-training gan generative-adversarial-network lottery-ticket-hypothesis

Last synced: 19 Apr 2025

https://github.com/AakashKumarNain/AugMix_TF2

TF2.0 port for Augmix paper

augmentation classification computer-vision deep-learning keras-tensorflow python robustness tensorflow

Last synced: 05 Apr 2025

https://github.com/aakashkumarnain/augmix_tf2

TF2.0 port for Augmix paper

augmentation classification computer-vision deep-learning keras-tensorflow python robustness tensorflow

Last synced: 30 Apr 2025

https://github.com/shashankvkt/AlignMixup_CVPR22

Official Implementation of AlignMixup - CVPR 2022

alignment augmentation cvpr2022 deep-learning mixup optimal-transport pytorch

Last synced: 06 May 2025

https://github.com/dmey/synthia

📈 🐍 Multidimensional synthetic data generation with Copula and fPCA models in Python

augmentation climate copula data-augmentation data-generation data-generator data-modelling data-science dependency-analysis dependency-modeling finance fpca functional-data machine-learning oversampling principal-component-analysis statistics synthetic-data weather xarray

Last synced: 02 May 2025

https://github.com/gt-ripl/featmatch

PyTorch code for the paper: "FeatMatch: Feature-Based Augmentation for Semi-Supervised Learning"

augmentation image-classification pytorch semi-supervised-learning

Last synced: 11 Apr 2025

https://github.com/zfturbo/keras-augmentation-layer

Keras implementation of layer which performs augmentations of images using GPU.

augmentation gpu-acceleration keras layer tensorflow

Last synced: 14 Jul 2025

https://github.com/kupynorest/instance_augmentation

[ECCV 2024] Official Repo for: Dataset Enhancement with Instance-Level Augmentations

augmentation computer-vision diffusion-models eccv2024 image-generation image-processing machine-learning pytorch

Last synced: 03 Aug 2025

https://github.com/hyunjoonbok/Python-Projects

Portfolio in Python

augmentation cnn-classification data data-visualization dataanalytics datascience deep-learning forecasting gan lightgbm machine-learning nlp rnn rnn-pytorch textclassification timeseries xgboost

Last synced: 16 Apr 2025

https://github.com/continental/image-statistics-matching

Methods for alignment of global image statistics aimed at unsupervised Domain Adaptation and Data Augmentation

augmentation deep-learning domain-adaptation histogram-matching image-augmentation image-matching image-processing images machine-learning python

Last synced: 08 May 2025

https://github.com/kentaroy47/oda-object-detection-tta

ODA is a test-time-augmentation(TTA) tool for 2D object detectors. For use in Kaggle competitions.

augmentation detection-tta nms pytorch tta

Last synced: 10 Oct 2025

https://github.com/catalyst-team/classification

Catalyst.Classification

augmentation catalyst classification classification-pipeline deep-learning docker focal-loss image-classification image-processing machine-learning pipeline python pytorch reproducibility

Last synced: 04 Apr 2025

https://github.com/kentonishi/torch-time-stretch

Time-stretch audio clips quickly with PyTorch (CUDA supported)! Additional utilities for searching efficient transformations are included.

audio-augmentation augmentation gpu-support pytorch sound-processing time-stretch torch torchaudio

Last synced: 05 Jul 2025

https://github.com/devbruce/cutmiximagedatagenerator_for_keras

Keras implementation of CutMix regularizer

augmentation cutmix generator keras regularizer

Last synced: 14 May 2025

https://github.com/yu4u/imgcrop

Simple image augmentation library focusing on random geometric cropping

augmentation convolutional-neural-networks deep-learning deep-neural-networks image-processing python segmentation

Last synced: 25 Mar 2025

https://github.com/catalyst-team/segmentation

Catalyst.Segmentation

augmentation catalyst deep-learning docker image-processing image-segmentation jaccard machine-learning pipeline python pytorch reproducibility segmentation segmentation-pipeline

Last synced: 04 Apr 2025

https://github.com/yeonghyeon/memae-tf2

TensorFlow implementation of "Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection"

anomaly-detection augmentation convolutional-neural-network convolutional-neural-networks deep-learning memorizing memory-augmentation mnist-dataset tensorflow tensorflow2

Last synced: 08 Nov 2025

https://github.com/fmolivato/ramandatagenerator

Generator useful to handle Raman spectra data augmentation for deep learning models

augmentation deep-learning keras raman-spectra raman-spectroscopy tensorflow

Last synced: 13 Apr 2025

https://github.com/cjf8899/KeepAugment_Pytorch

:low_brightness:Unofficial PyTorch implementation of KeepAugment

augmentation implementation keepaugment pytorch saliency-map

Last synced: 05 Apr 2025

https://github.com/paulbricman/memnav

Expanding propositional memory through text mining.

augmentation natural-language-processing search-engine text-mining tools-for-thought

Last synced: 05 Oct 2025

https://github.com/zabir-nabil/audioperm

A python library for generating different permutations of audible segments from audio files.

audio-augmentation audio-classification audio-processing augmentation speaker-recognition speech-augmentation

Last synced: 26 Jul 2025

https://github.com/pinto0309/face_mask_augmentation

Masked Face Image Augmentation Tool for Dataset 300W-LP with 6D Head Pose Information.

3dmm augmentation face-alignment face-detection headpose

Last synced: 07 May 2025

https://github.com/adobe-research/beacon-aug

Cross-library augmentation toolbox supporting 300 operators over 8 libraries + AI transforms

albumentation augly augmentation beacon conversion cross-platform deep-learning gan imgaug mmcv preprocessing transformations

Last synced: 10 Apr 2025

https://github.com/roboflow/magic-scissors

Synthetic data for object detection and segmentation

augmentation computer-vision roboflow synthetic-data

Last synced: 24 Jun 2025

https://github.com/thinkwee/eda_zh_bert

Chinese version code for the paper "EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks"

augmentation bert chinese-nlp eda nlp nlp-toolkit

Last synced: 14 Sep 2025

https://github.com/faust-prime/X-ray-images-classification-with-Keras-TensorFlow

ConvNet (CNN) implementation to classify x-ray medical images

augmentation cnn cnn-for-visual-recognition cnn-keras cnn-tensorflow computer-vision keras-implementations keras-layer keras-neural-networks medical medical-image-analysis medical-image-processing tensorflow tensorflow-examples

Last synced: 09 May 2025

https://github.com/audeering/auglib

Data augmentation for audio

audio augmentation machine-learning

Last synced: 10 Jun 2025

https://github.com/james77777778/keras-aug

A library that includes pure TF/Keras preprocessing and augmentation layers, providing support for various data types such as images, labels, bounding boxes, segmentation masks, and more.

augmentation keras keras-cv preprocessing tensorflow

Last synced: 10 Apr 2025

https://github.com/tchaton/the-nature-conservancy-fisheries-monitoring-challenge

augmentation cnn custom deep-learning keras

Last synced: 11 Sep 2025

https://github.com/yeonghyeon/memae

Implementation of Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection.

anomaly-detection augmentation convolutional-neural-network convolutional-neural-networks deep-learning memorizing memory-augmentation mnist-dataset tensorflow tensorflow1

Last synced: 05 Sep 2025

https://github.com/taishan1994/genius_for_your_data

使用GENIUS文本生成模型训练自己的数据集。

augmentation bart chinese

Last synced: 04 Apr 2025

https://github.com/gregogiudici/python-stretch

Simple python library for pitch shifting and time stretching. Wrapper of Signalsmith Stretch C++ Library

audio augmentation nanobind python

Last synced: 19 Apr 2025

https://github.com/sajeebchakraborty/artificial_intelligence_lab

ai artificial-intelligence artificial-neural-networks augmentation cnn cnn-classification fashion-mnist fashion-mnist-dataset model-test model-testing model-train model-training polynomial-arithmetic

Last synced: 15 Apr 2025

https://github.com/loki-silvres/tree-counting-using-yolov8

Object Detection with YoloV8 to approximate the number of trees present in an image.

augmentation object-detection python pytorch transfer-learning ultralytics yolov8

Last synced: 31 Jul 2025

https://github.com/amanpriyanshu/generatorpromptkit

GeneratorPromptKit: A Python Library and Framework for Automated Generator Prompting and Dataset Generation

augmentation automated-prompt-engineering data data-augmentation data-science dataset dataset-generation diverse-data llm llm-training llms prompt-engineering synthetic-data synthetic-dataset-generation

Last synced: 05 Sep 2025

https://github.com/kyle1668/llm-tta

Code for the paper: Improving Black-box Robustness with In-Context Rewriting

augmentation nlp research-paper test-time tta

Last synced: 28 Jul 2025

https://github.com/mctigger/elaugment

A lightweight data-augmentation library for machine learning

affine augmentation color contrast crop data-augmentation deep-learning deterministic elastic flip image-augmentation image-segmentation machine-learning python random reproducibility resize rotate

Last synced: 14 Oct 2025

https://github.com/giton-app/giton-cli

AI augmentation for Git

ai augmentation cli git

Last synced: 18 Mar 2025

https://github.com/fepegar/miccai-educational-challenge-2020

My submission to the MICCAI Educational Challenge 2020.

augmentation cnn medical-images pytorch torchio tutorial

Last synced: 26 Mar 2025

https://github.com/bees4ever/seaqube

Semantic Quality Benchmark for Word Embeddings, i.e. Natural Language Models in Python. Acronym `SeaQuBe` or `seaqube`.

augmentation benchmark fasttext gensim nlp spacy spacy-nlp wordembeddings

Last synced: 21 Apr 2025

https://github.com/prash030/image_processing_projects

This repository contains codes that I developed for image processing and evaluation of large dataset of images. These codes are mostly used with Deep Learning networks.

augmentation big-data blur-filter chest-xray-images deblurring gaussian-filter image-analysis image-filtering image-processing opencv

Last synced: 01 Jan 2026

https://github.com/jonzarecki/textual-mqs

Implementation for the IJCAI20 paper "Textual Membership Queries"

active-learning augmentation natural-language-processing

Last synced: 27 Jul 2025

https://github.com/ekut-es/lidaraug

Augmentation Library for LiDAR Point Clouds

augmentation lidar lidar-point-cloud self-driving

Last synced: 14 Apr 2025

https://github.com/soulyma/ai-early_detection_of_cyberattacks

AI-Early_Detection_Of_CyberAttacks_Using_MachineLearning

augmentation cybersecurity machine-learning ml python sampling-methods

Last synced: 07 Apr 2025

https://github.com/matin-ghorbani/albumentations-package

Using Albumentations Package for some image augmentation in different vision tasks

albumentations augmentation computer-vision deep-learning pytorch

Last synced: 25 Oct 2025

https://github.com/circargs/mrs_spellings

a micro utility to generate plausible misspellings

augmentation misspellings nlp procedural-generation qwerty-based-char-distance tokenization

Last synced: 10 Oct 2025

https://github.com/sayannath/cutmix-augmentation-keras

Implementation of CutMix Augmentation with Keras.

augmentation cutmix cutmix-augmentation keras tensorflow2

Last synced: 30 Mar 2025

https://github.com/curegit/precure-stylegan-ada

Yet another StyleGAN 2.0 implementation using Chainer with Adaptive Discriminator Augmentationto to synthesize specific Precure (Cure Beauty) images

anime augmentation chainer deep-learning generative-adversarial-network image-synthesis precure stylegan2 stylegan2-ada

Last synced: 03 Aug 2025

https://github.com/dinhanhx/paraphrased_text_for_hm

Paraphrased text for hateful memes dataset

augmentation cli dataset hateful-memes-challenge natural-language-processing paraphrase-generation python-3 python3

Last synced: 23 Mar 2025

https://github.com/loki-silvres/data-augmentation-using-dcgans

An approach to increase the size of a small dataset by augmenting the images using a DCGAN,

augmentation dcgan gan gans image-generation python pytorch

Last synced: 01 Jul 2025

https://github.com/shrutakeerti/fellowship-ai

This repo will contain all the details of my fellowship at Launchpad.ai

augmentation fellowship github-actions inference llms ml rag

Last synced: 17 Mar 2025

https://github.com/rakibhhridoy/imageprocessing

Large amount of image processing is quite messy and time consuming,thus the working steps should be fast as well as accurate also. I've made sequential functions that is needed for processing data in TensorFlow and python. These functions made my work fast as it needed in commercial purposes.

augmentation deep-learning functional-programming image-manipulation image-processing keras machine-learning numpy python sequential-patterns tensorflow