GitHub topics: augmentation

Repositories

rostepifanov/ecgmentations

A Python library for ecg data augmentation. Useful for machine learning.

Language: Python - Size: 735 KB - Last synced at: about 1 hour ago - Pushed at: 2 months ago - Stars: 21 - Forks: 2

anthony-iheonye/morph-and-split

Morph & Split is a web app designed for augmenting images and masks, performing stratified dataset splitting, and preprocessing image-mask pairs — all optimized for efficient machine learning and computer vision workflows.

Language: TypeScript - Size: 7.42 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 0 - Forks: 0

hahnec/color-matcher

automatic color-grading

Language: Python - Size: 119 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 528 - Forks: 35

mdbloice/Augmentor

Image augmentation library in Python for machine learning.

Language: Python - Size: 1.51 MB - Last synced at: 3 days ago - Pushed at: about 1 year ago - Stars: 5,106 - Forks: 867

derikon/WalkingTheFuture_Workshop

This repository hosts the code for the website of the "Toe to Top: From Foot Augmentation to Human Augmentation" workshop at the CHI 2025 conference.

Language: JavaScript - Size: 9.2 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 1

aleju/imgaug

Image augmentation for machine learning experiments.

Language: Python - Size: 27.3 MB - Last synced at: 5 days ago - Pushed at: 10 months ago - Stars: 14,571 - Forks: 2,461

spotify/pedalboard

🎛 🔊 A Python library for audio.

Language: C++ - Size: 25.5 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 5,496 - Forks: 287

Gervi-Hera-Vitr/sindri-labs

AI Learning Trails published by Héra Munchkins of the Gervi Héra Vitr Organization.

Language: Jupyter Notebook - Size: 26.5 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 3 - Forks: 0

albumentations-team/albumentations

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

Language: Python - Size: 100 MB - Last synced at: 5 days ago - Pushed at: 6 days ago - Stars: 14,879 - Forks: 1,684

mayankmittal29/MapMyView-Location-Prediction-Engine-via-End-to-End-Visual-Deep-Models

Web app for geospatial inference via image—React + FastAPI frontend/backend, ConvNeXt, Swin Transformer, EfficientNet models for region, lat-long, and angle prediction; GAN-augmented training, real-time multi-model inference, gradient-optimized.

Language: Jupyter Notebook - Size: 3.04 MB - Last synced at: 5 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0

jasmcaus/caer

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

Language: Python - Size: 247 MB - Last synced at: 4 days ago - Pushed at: over 1 year ago - Stars: 791 - Forks: 103

danielmiessler/fabric

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.

Language: Go - Size: 172 MB - Last synced at: 6 days ago - Pushed at: 13 days ago - Stars: 30,948 - Forks: 3,195

sergio-sanz-rodriguez/Synthetic-To-Real-Object-Detection-Edition-2

Training object-detection deep learning models using 100% synthetic data.

Language: Python - Size: 8.79 KB - Last synced at: 5 days ago - Pushed at: 8 days ago - Stars: 0 - Forks: 0

okankop/vidaug

Effective Video Augmentation Techniques for Training Convolutional Neural Networks

Language: Python - Size: 43.4 MB - Last synced at: 3 days ago - Pushed at: about 1 year ago - Stars: 403 - Forks: 78

ecs-vlc/FMix

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

Language: Jupyter Notebook - Size: 1.12 MB - Last synced at: 5 days ago - Pushed at: about 4 years ago - Stars: 335 - Forks: 38

TorchIO-project/torchio

Medical imaging processing for AI applications.

Language: Python - Size: 44.4 MB - Last synced at: 7 days ago - Pushed at: 10 days ago - Stars: 2,200 - Forks: 246

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.

Language: Python - Size: 10.6 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 2,025 - Forks: 201

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!

Language: Python - Size: 3.09 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 110 - Forks: 16

RLE-Foundation/rllte

Long-Term Evolution Project of Reinforcement Learning

Language: Python - Size: 96.5 MB - Last synced at: 13 days ago - Pushed at: about 1 month ago - Stars: 474 - Forks: 87

BloodAxe/pytorch-toolbelt

PyTorch extensions for fast R&D prototyping and Kaggle farming

Language: Python - Size: 3.07 MB - Last synced at: 11 days ago - Pushed at: 2 months ago - Stars: 1,540 - Forks: 123

asteroid-team/torch-audiomentations

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

Language: Python - Size: 2.28 MB - Last synced at: 13 days ago - Pushed at: 4 months ago - Stars: 1,032 - Forks: 91

neuromorphs/tonic

Event datasets and transforms.

Language: Python - Size: 5.09 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 237 - Forks: 48

makcedward/nlpaug

Data augmentation for NLP

Language: Jupyter Notebook - Size: 3.21 MB - Last synced at: 16 days ago - Pushed at: 11 months ago - Stars: 4,551 - Forks: 468

clovaai/CutMix-PyTorch

Official Pytorch implementation of CutMix regularizer

Language: Python - Size: 198 KB - Last synced at: 9 days ago - Pushed at: over 4 years ago - Stars: 1,237 - Forks: 158

Wazhee/GCA-torch

This is the pytorch version of previously proposed GCA algorithm. Debiasing large chest X-ray datasets using StyleGAN3. We use code from HiddenInPlainSight repository to demonstrate our methods robustness agains adversarial attacks

Language: Jupyter Notebook - Size: 2.03 GB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 0 - Forks: 0

naver/bergen

Benchmarking library for RAG

Language: Jupyter Notebook - Size: 139 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 193 - Forks: 20

TytanMikJas/FaceRecognitionPipeline Fork of Jakub-Ner/FaceRecognitionPipeline

Modular deep learning real-time pipeline for face detection, photo quality estimation, and one-shot face recognition using Siamese networks.

Language: Jupyter Notebook - Size: 173 MB - Last synced at: 23 days ago - Pushed at: 24 days ago - Stars: 0 - Forks: 0

q-viper/image-baker

Let's bake an image.

Language: Jupyter Notebook - Size: 44.2 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 8 - Forks: 0

LarsMonstad/amt-augpy1.0

Python augmentation toolkit for Automatic Music Transcription datasets

Language: Python - Size: 80.1 KB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 2 - Forks: 1

firmai/deltapy

DeltaPy - Tabular Data Augmentation (by @firmai)

Language: Jupyter Notebook - Size: 1.47 MB - Last synced at: 5 days ago - Pushed at: over 1 year ago - Stars: 543 - Forks: 55

dmey/synthia

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

Language: Python - Size: 19.7 MB - Last synced at: 9 days ago - Pushed at: over 1 year ago - Stars: 62 - Forks: 9

codingfisch/mriaug

Augment 3D images (e.g. MRIs) in PyTorch 🔥

Language: Python - Size: 4.92 MB - Last synced at: 14 days ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

qubvel/ttach

Image Test Time Augmentation with PyTorch!

Language: Python - Size: 51.8 KB - Last synced at: 27 days ago - Pushed at: almost 2 years ago - Stars: 998 - Forks: 67

fullscreen-triangle/purpose

Python framework for formulation and training of domain expert LLMs

Language: Python - Size: 196 MB - Last synced at: 28 days ago - Pushed at: 28 days ago - Stars: 1 - Forks: 0

LauraMoiana/Image-classification---blood-cells

Deep learning for image classification of blood cells

Language: Jupyter Notebook - Size: 18.5 MB - Last synced at: 28 days ago - Pushed at: 28 days ago - Stars: 0 - Forks: 0

andrewekhalel/edafa

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

Language: Python - Size: 5.21 MB - Last synced at: 17 days ago - Pushed at: over 3 years ago - Stars: 124 - Forks: 21

farshad257/CNN_FER-2013

A 5-layer CNN model for facial emotion recognition trained on FER-2013. Achieved 76% validation and 63% test accuracy using data augmentation. Key features include convolutional layers, max pooling, and dropout. Suitable for human-computer interaction applications.

Language: Jupyter Notebook - Size: 1.66 MB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 0 - Forks: 0

b00rg/vector-born-diseases

Neural network used to identify disease in arachnids or insects

Language: Python - Size: 54.7 KB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 0 - Forks: 0

fmolivato/RamanDataGenerator

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

Language: Python - Size: 15.6 KB - Last synced at: 28 days ago - Pushed at: over 1 year ago - Stars: 25 - Forks: 9

Wazhee/GCA

This repository is code for debiasing large chest X-ray datasets using StyleGAN3. We use code from HiddenInPlainSight repository to demonstrate our methods robustness agains adversarial attacks

Language: Jupyter Notebook - Size: 1.99 GB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

ashnkumar/sketch-code

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

Language: Python - Size: 2.81 MB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 5,135 - Forks: 690

AISoltani/Vison_advanced

In this repo advanced vision tools are used . Algorithms for edge detection of various filters and scaling.

Language: Jupyter Notebook - Size: 8.97 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 10 - Forks: 1

pcampeti/CMBSCAT

Fast map-based emulator for augmentation of inhomogeneous maps on the HEALPix sphere.

Language: Jupyter Notebook - Size: 88.1 MB - Last synced at: 28 days ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 1

OmarSamirz/ImageFromTextGenerator

IFTG (ImageFromTextGenerator) is a Python package that simplifies creating robust datasets for OCR models. Generate images from text, apply over 10 built-in noise effects, and customize fonts and layouts. IFTG supports all languages and offers endless noise combinations, including custom noise creation.

Language: Python - Size: 15.2 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 14 - Forks: 1

devbruce/CutMixImageDataGenerator_For_Keras

Keras implementation of CutMix regularizer

Language: Python - Size: 8.79 KB - Last synced at: 5 days ago - Pushed at: about 5 years ago - Stars: 31 - Forks: 12

KupynOrest/instance_augmentation

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

Language: Python - Size: 2.46 MB - Last synced at: 3 days ago - Pushed at: 8 months ago - Stars: 44 - Forks: 4

ZFTurbo/volumentations

Library for 3D augmentations

Language: Python - Size: 2.51 MB - Last synced at: about 1 month ago - Pushed at: 7 months ago - Stars: 247 - Forks: 35

e-panourgia/Data-Science-Projects

Data Science Projects

Language: Jupyter Notebook - Size: 68.4 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

shashankvkt/AlignMixup_CVPR22

Official Implementation of AlignMixup - CVPR 2022

Language: Python - Size: 1.12 MB - Last synced at: 5 days ago - Pushed at: about 3 years ago - Stars: 71 - Forks: 8

hyunjoonbok/Python-Projects

Portfolio in Python

Language: Jupyter Notebook - Size: 43 MB - Last synced at: 26 days ago - Pushed at: almost 2 years ago - Stars: 44 - Forks: 14

gehad-Ahmed30/Vegetable-classification-CNN-

A deep learning project for classifying 15 types of vegetables using a CNN model trained on the Vegetable Image Dataset with data augmentation and preprocessing. 🚀

Language: Jupyter Notebook - Size: 0 Bytes - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

KennethEnevoldsen/augmenty

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

Language: Python - Size: 6.12 MB - Last synced at: 9 days ago - Pushed at: 12 months ago - Stars: 153 - Forks: 11

kakaobrain/fast-autoaugment

Official Implementation of 'Fast AutoAugment' in PyTorch.

Language: Python - Size: 1.45 MB - Last synced at: about 1 month ago - Pushed at: almost 4 years ago - Stars: 1,600 - Forks: 194

DorinDaniil/Garage

Сutting-edge Python library designed for generative image augmentation!

Language: Jupyter Notebook - Size: 493 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 13 - Forks: 2

KentoNishi/torch-time-stretch

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

Language: Python - Size: 7.16 MB - Last synced at: 14 days ago - Pushed at: over 2 years ago - Stars: 39 - Forks: 3

faust-prime/X-ray-images-classification-with-Keras-TensorFlow

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

Language: Jupyter Notebook - Size: 87.4 MB - Last synced at: 3 days ago - Pushed at: over 5 years ago - Stars: 11 - Forks: 12

ayulockin/SwAV-TF

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

Language: Jupyter Notebook - Size: 20.6 MB - Last synced at: 13 days ago - Pushed at: over 2 years ago - Stars: 86 - Forks: 12

gregogiudici/python-stretch

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

Language: C++ - Size: 17.2 MB - Last synced at: 22 days ago - Pushed at: about 2 months ago - Stars: 5 - Forks: 0

ArthurBabkin/ADMET_2024_Hackathon

Hackathon ADMET 2024 - evaluating the danger of the molecules for humans using ML.

Language: Jupyter Notebook - Size: 1.08 MB - Last synced at: about 1 month ago - Pushed at: 7 months ago - Stars: 5 - Forks: 2

rostepifanov/voxelmentations

A Python library for 3d image data augmentation. Useful for machine learning.

Language: Python - Size: 150 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 5 - Forks: 0

hse-cs/fulu

Fulu is a python library of supernova light curves approximation methods based on machine learning.

Language: Jupyter Notebook - Size: 19.5 MB - Last synced at: 11 days ago - Pushed at: about 2 months ago - Stars: 25 - Forks: 2

PINTO0309/Face_Mask_Augmentation

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

Language: Python - Size: 221 KB - Last synced at: 4 days ago - Pushed at: over 2 years ago - Stars: 12 - Forks: 0

a-n-rose/Python-Sound-Tool

SoundPy (alpha stage) is a research-based python package for speech and sound. Applications include deep-learning, filtering, speech-enhancement, audio augmentation, feature extraction and visualization, dataset and audio file conversion, and beyond.

Language: Jupyter Notebook - Size: 180 MB - Last synced at: about 7 hours ago - Pushed at: 4 months ago - Stars: 74 - Forks: 7

mastermindML/mastermind

MASTERMIND agent creation for controlled agency using aGLM BDI and RAGE

Language: Python - Size: 145 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 2 - Forks: 2

albumentations-team/autoalbument

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

Language: Python - Size: 240 KB - Last synced at: 4 days ago - Pushed at: over 3 years ago - Stars: 205 - Forks: 20

patois/abyss

abyss - augmentation of Hexrays decompiler output

Language: Python - Size: 571 KB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 340 - Forks: 29

gittyeric/ml-infinite-image-augment

Generate infinite images for most model's training or validation

Language: Python - Size: 5.57 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

liuqidong07/Awesome-LLM-Enhanced-Recommender-Systems

[arXiv'24] Large Language Model Enhanced Recommender Systems: Taxonomy, Trend, Application and Future

Size: 273 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 30 - Forks: 2

MachineLearning4Work/DeepBreastCancer

Breast Cancer Histopathological Image Classification: A Deep Learning Approach

Language: Python - Size: 4.28 MB - Last synced at: 23 days ago - Pushed at: over 6 years ago - Stars: 8 - Forks: 1

KentoNishi/torch-pitch-shift

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

Language: Python - Size: 51.8 MB - Last synced at: about 1 month ago - Pushed at: 8 months ago - Stars: 135 - Forks: 12

Soulyma/AI-Early_Detection_Of_CyberAttacks

AI-Early_Detection_Of_CyberAttacks_Using_MachineLearning

Language: Jupyter Notebook - Size: 28.3 MB - Last synced at: about 1 month ago - Pushed at: 10 months ago - Stars: 3 - Forks: 0

dsfsi/textaugment

TextAugment: Text Augmentation Library

Language: Python - Size: 164 KB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 415 - Forks: 60

savi8sant8s/noisocr

Tools to simulate post-OCR noisy texts.

Language: Python - Size: 12.7 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

continental/image-statistics-matching 📦

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

Language: Python - Size: 31 MB - Last synced at: 3 days ago - Pushed at: almost 3 years ago - Stars: 41 - Forks: 7

SAP-samples/security-research-codegraphsmote

Data augmentation strategy that can be applied to code graphs for learning-based vulnerability discovery.

Language: Jupyter Notebook - Size: 758 KB - Last synced at: 2 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 2

numq/Augmenta

Local web application providing API and UI for image augmentation, based on the albumentations library

Language: TypeScript - Size: 3.79 MB - Last synced at: about 2 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 1

ambideXtrous9/LogoDetection-DeepLearning

Language: Jupyter Notebook - Size: 1.04 MB - Last synced at: 2 months ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 2

Shizu-ka/Easy-NLP-Augmentation

A PyPI package for augmenting text data using NLP techniques directly in your pandas dataframe.

Language: Python - Size: 45.9 KB - Last synced at: 27 days ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

alessioborgi/NSIO_NeuralSearchIndexingOptimization

Optimizing the Differentiable Search Index (DSI) with data augmentation (Num2Word, Stopwords Removal, POS-MLM) and parameter-efficient fine-tuning (LoRA, QLoRA, AdaLoRA, ConvoLoRA), improving retrieval accuracy and efficiency while reducing memory and computational overhead. Evaluated on the MS MARCO dataset for scalable performance.

Language: Jupyter Notebook - Size: 11.2 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 0 - Forks: 1

vectordotdev/timber-ruby 📦

🌲 Great Ruby logging made easy.

Language: Ruby - Size: 931 KB - Last synced at: 16 days ago - Pushed at: about 5 years ago - Stars: 155 - Forks: 17

cjf8899/KeepAugment_Pytorch

:low_brightness:Unofficial PyTorch implementation of KeepAugment

Language: Python - Size: 59.6 KB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 24 - Forks: 1

Kyle1668/LLM-TTA

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

Language: Jupyter Notebook - Size: 24.7 MB - Last synced at: 3 months ago - Pushed at: 12 months ago - Stars: 4 - Forks: 1

ekut-es/LidarAug

Augmentation Library for LiDAR Point Clouds

Language: C++ - Size: 4.41 MB - Last synced at: 28 days ago - Pushed at: 4 months ago - Stars: 2 - Forks: 0

k4black/fast-aug

Fast Augmentation library for NLP

Language: Rust - Size: 810 KB - Last synced at: 9 days ago - Pushed at: 13 days ago - Stars: 1 - Forks: 0

TeogopK/Playing-Cards-Object-Detection

Project about developing a model that can detect multiple cards and identify their suit and rank. Includes multiple models, own created dataset, utility functions, presentations, research paper and live demo application. Course Deep Learning, FMI, 2024.

Language: Python - Size: 1.27 GB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 2