Projects in Awesome Lists tagged with augmentation
A curated list of 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: 15 Apr 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: 16 Jan 2026
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: 02 Apr 2026
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: 14 Jan 2026
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: 19 Feb 2026
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/okankop/vidaug
Effective Video Augmentation Techniques for Training Convolutional Neural Networks
augmentation convolutional-neural-networks deep-learning deep-neural-networks video-augmentation
Last synced: 06 Apr 2026
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/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/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/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/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/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: 01 Feb 2026
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: 03 Mar 2026
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: 08 Feb 2026
https://github.com/nacerallahchemssy/agency-agents
🎭 Discover 51 AI agents, each with unique expertise and personality, ready to enhance your workflow and deliver results tailored to your needs.
agency augmentation bootstrap broker database epistemology estate-agent frontend-with-radwan intelligence jquery laravel livewire3 mongodb nonmonotonic openai practice radwandaily symfony
Last synced: 05 Apr 2026
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/hse-cs/fulu
Fulu is a python library of supernova light curves approximation methods based on machine learning.
astronomy-astrophysics augmentation gaussian-processes light-curves machine-learning neural-networks python supernovae
Last synced: 12 Mar 2026
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/q-viper/image-baker
Let's bake an image.
augmentation computer-vision hacktoberfest image-processing pyside6
Last synced: 04 Apr 2026
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/roboflow/magic-scissors
Synthetic data for object detection and segmentation
augmentation computer-vision roboflow synthetic-data
Last synced: 24 Jun 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/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/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/audeering/auglib
Data augmentation for audio
audio augmentation machine-learning
Last synced: 10 Jun 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/asigalov61/Meddleying-MAESTRO
Full-featured Algorithmic Intelligence Music Augmentator (AIMA) with full multi-instrument MIDI output and Karaoke support.
aima artificial-intelligence-algorithms augmentation awesome composer domain-transfer medley midi midi-parser midi-player midi-processing music music-augmentation-algorithms music-composition music-generation music-information-retrieval musician piano raspberrypi style-transfer
Last synced: 11 Jan 2026
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/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/taishan1994/genius_for_your_data
使用GENIUS文本生成模型训练自己的数据集。
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/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/numq/augmenta
Local web application providing API and UI for image augmentation, based on the albumentations library
albumentations api augmenta augmentation augmentations data-augmentation generative-ai image-augmentation image-classification lora-training object-detection stable-diffusion web-ui
Last synced: 16 Apr 2026
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/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/fepegar/miccai-educational-challenge-2020
My submission to the MICCAI Educational Challenge 2020.
augmentation cnn medical-images pytorch torchio tutorial
Last synced: 01 May 2026
https://github.com/dkosarevsky/ajpegli
Fast JPEG-to-NumPy image loading powered by Google jpegli
albumentations augmentation computer-vision image image-classification image-load image-loader image-loading image-loading-library image-processing images python pytorch tensorflow
Last synced: 18 Jun 2026
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: 30 Apr 2026
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/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/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 Apr 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/benjamindkilleen/artifice
Object detection in scientific images, confronting data scarcity and general principles with boundary-aware augmentation.
active-learning annotation augmentation computer-vision data-augmentation keras machine-learning object-detection scientific-images tensorflow tensorflow-keras unet unet-keras
Last synced: 01 May 2026
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/matin-ghorbani/albumentations-package
Using Albumentations Package for some image augmentation in different vision tasks
albumentations augmentation computer-vision deep-learning pytorch
Last synced: 16 May 2026
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/amirdh17/deep-learning-for-alzheimer-disease-detection-a-cnn-approach
Using CNN model, Alzheimer's disease can be detected in four classes (non, very mild, mild, moderate). Trained model is integrated into a python application which enable user to detect Alzheimer's disease by importing 3D MRI image (NIfTI format).
augmentation deep-learning jupyter-notebook keras kivy nibabel opencv-python pillow preprocessing python tensorflow
Last synced: 05 Apr 2026
https://github.com/k4black/fast-aug
Fast Augmentation library for NLP
augmentation natural-language-processing nlp python rust text-augmentation
Last synced: 07 Mar 2026
