Projects in Awesome Lists tagged with data-augmentation
A curated list of projects in awesome lists tagged with data-augmentation .
https://github.com/snorkel-team/snorkel
A system for quickly generating training data with weak supervision
ai data-augmentation data-science data-slicing labeling machine-learning python snorkel training-data weak-supervision
Last synced: 23 Feb 2026
https://hazyresearch.github.io/snorkel
A system for quickly generating training data with weak supervision
ai data-augmentation data-science data-slicing labeling machine-learning python snorkel training-data weak-supervision
Last synced: 26 Feb 2025
https://github.com/nvidia/dali
A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.
audio-processing data-augmentation data-processing deep-learning fast-data-pipeline gpu gpu-tensorflow image-augmentation image-processing machine-learning mxnet neural-network paddle python pytorch
Last synced: 13 May 2025
https://github.com/NVIDIA/DALI
A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.
audio-processing data-augmentation data-processing deep-learning fast-data-pipeline gpu gpu-tensorflow image-augmentation image-processing machine-learning mxnet neural-network paddle python pytorch
Last synced: 15 Mar 2025
https://github.com/ZhaoJ9014/face.evoLVe
🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥
artificial-intelligence computer-vision convolutional-neural-network data-augmentation deep-learning face-alignment face-detection face-landmark-detection face-recognition feature-extraction fine-tuning hard-negative-mining imbalanced-learning machine-learning model-training nus pytorch supervised-learning tencent transfer-learning
Last synced: 10 May 2025
https://github.com/zhaoj9014/face.evolve
🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥
artificial-intelligence computer-vision convolutional-neural-network data-augmentation deep-learning face-alignment face-detection face-landmark-detection face-recognition feature-extraction fine-tuning hard-negative-mining imbalanced-learning machine-learning model-training nus pytorch supervised-learning tencent transfer-learning
Last synced: 29 Apr 2025
https://github.com/qdata/textattack
TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/
adversarial-attacks adversarial-examples adversarial-machine-learning data-augmentation machine-learning natural-language-processing nlp security
Last synced: 14 May 2025
https://github.com/QData/TextAttack
TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/
adversarial-attacks adversarial-examples adversarial-machine-learning data-augmentation machine-learning natural-language-processing nlp security
Last synced: 02 Apr 2025
https://github.com/webdataset/webdataset
A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.
data-augmentation deep-learning pytorch webdataset webdataset-format
Last synced: 11 Dec 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: 08 Mar 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/425776024/nlpcda
一键中文数据增强包 ； NLP数据增强、bert数据增强、EDA：pip install nlpcda
chinese-data-augmentation chinese-eda data-augmentation nlp nlpcda
Last synced: 15 May 2025
https://github.com/visual-layer/fastdup
fastdup is a powerful, free tool designed to rapidly generate valuable insights from image and video datasets. It helps enhance the quality of both images and labels, while significantly reducing data operation costs, all with unmatched scalability.
data-augmentation data-curation dataset deep-learning image image-analysis image-classfication image-classification image-duplicate-detection image-processing image-similarity machine-learning novelty-detection object-detection outlier-detection python visual-search visualization visualization-tools
Last synced: 14 May 2025
https://github.com/agamiko/data-augmentation-review
List of useful data augmentation resources. You will find here some not common techniques, libraries, links to GitHub repos, papers, and others.
audio-augmentation augmentation-policies autoaugment data-augmentation data-augmentations data-generation data-synthesis generative-adversarial-network graph-data-augmentation image-augmentation machine-learning nlp-augmentation review style-transfer survey
Last synced: 28 Jan 2026
https://github.com/AgaMiko/data-augmentation-review
List of useful data augmentation resources. You will find here some not common techniques, libraries, links to GitHub repos, papers, and others.
audio-augmentation augmentation-policies autoaugment data-augmentation data-augmentations data-generation data-synthesis generative-adversarial-network graph-data-augmentation image-augmentation machine-learning nlp-augmentation review style-transfer survey
Last synced: 20 Mar 2025
https://github.com/yongzhuo/nlp_xiaojiang
自然语言处理（nlp），小姜机器人（闲聊检索式chatbot），BERT句向量-相似度（Sentence Similarity），XLNET句向量-相似度（text xlnet embedding），文本分类（Text classification）， 实体提取（ner，bert+bilstm+crf），数据增强（text augment, data enhance），同义句同义词生成，句子主干提取（mainpart），中文汉语短文本相似度，文本特征工程，keras-http-service调用
bert chatbot chinese data-augmentation distance enhance feature nlp text-augment text-classification xlnet
Last synced: 15 May 2025
https://github.com/zhanlaoban/eda_nlp_for_chinese
An implement of the paper of EDA for Chinese corpus.中文语料的EDA数据增强工具。NLP数据增强。论文阅读笔记。
chinese chinese-data-augmentation data-augmentation easy-data-augmentation eda text-classification
Last synced: 16 May 2025
https://github.com/zhanlaoban/EDA_NLP_for_Chinese
An implement of the paper of EDA for Chinese corpus.中文语料的EDA数据增强工具。NLP数据增强。论文阅读笔记。
chinese chinese-data-augmentation data-augmentation easy-data-augmentation eda text-classification
Last synced: 09 May 2025
https://github.com/Paperspace/DataAugmentationForObjectDetection
Data Augmentation For Object Detection
bounding-box data-augmentation deep-learning imagine-augmentation object-detection opencv
Last synced: 03 Apr 2025
https://github.com/paperspace/dataaugmentationforobjectdetection
Data Augmentation For Object Detection
bounding-box data-augmentation deep-learning imagine-augmentation object-detection opencv
Last synced: 12 Apr 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/Tebmer/Awesome-Knowledge-Distillation-of-LLMs
This repository collects papers for "A Survey on Knowledge Distillation of Large Language Models". We break down KD into Knowledge Elicitation and Distillation Algorithms, and explore the Skill & Vertical Distillation of LLMs.
alignment compression data-augmentation data-synthesis feedback instruction-following kd knowledge-distillation large-language-model llm multi-modal self-distillation self-training supervised-finetuning survey
Last synced: 12 Apr 2025
https://github.com/goru001/inltk
Natural Language Toolkit for Indic Languages aims to provide out of the box support for various NLP tasks that an application developer might need
data-augmentation deep-learning indic-languages nlp pytorch sentence-embeddings sentence-encoding sentence-similarity word-embeddings
Last synced: 12 May 2025
https://github.com/styfeng/DataAug4NLP
Collection of papers and resources for data augmentation for NLP.
acl2021 artificial-intelligence data-augmentation deep-learning machine-learning natural-language-processing survey survey-paper text-classification transformers
Last synced: 06 May 2025
https://github.com/zhunzhong07/Random-Erasing
Random Erasing Data Augmentation. Experiments on CIFAR10, CIFAR100 and Fashion-MNIST
aaai2020 data-augmentation image-classification object-detection person-re-identification pytorch
Last synced: 02 May 2025
https://github.com/DemisEom/SpecAugment
A Implementation of SpecAugment with Tensorflow & Pytorch, introduced by Google Brain
data-augmentation python pytorch specaugment speech speech-recognition tensorflow
Last synced: 19 Jul 2025
https://github.com/demiseom/specaugment
A Implementation of SpecAugment with Tensorflow & Pytorch, introduced by Google Brain
data-augmentation python pytorch specaugment speech speech-recognition tensorflow
Last synced: 04 Apr 2025
https://github.com/textflint/textflint
Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing
adversarial-samples attack data-augmentation model-robustness robustness-analysis subpopulation text-augmentation text-transformations transformation
Last synced: 02 Apr 2025
https://github.com/yuliangxiu/mobilepose
Light-weight Single Person Pose Estimator
data-augmentation dataloader deep-learning deeppose dsntnn heatmap lightweight machine-learning mobile-device mobilenetv2 pose-estimation pytorch real-time realtime resnet-18 shufflenet shufflenet-v2 shufflenetv2 squeezenet
Last synced: 12 Apr 2025
https://github.com/YuliangXiu/MobilePose
Light-weight Single Person Pose Estimator
data-augmentation dataloader deep-learning deeppose dsntnn heatmap lightweight machine-learning mobile-device mobilenetv2 pose-estimation pytorch real-time realtime resnet-18 shufflenet shufflenet-v2 shufflenetv2 squeezenet
Last synced: 19 Jul 2025
https://github.com/vanderschaarlab/synthcity
A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.
data-augmentation fairness-ml generative-model machine-learning privacy pytorch synthetic-data tabular-data
Last synced: 16 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/amanchadha/coursera-gan-specialization
Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai
artificial-intelligence bias bias-detection biggan conditional-gan coursera data-augmentation dcgan deep-learning deeplearning-ai gan gans generative-adversarial-network generative-model neural-network pix2pix pytorch stylegan u-net wgan
Last synced: 05 Apr 2025
https://github.com/mtg/deepconvsep
Deep Convolutional Neural Networks for Musical Source Separation
audio-synthesis convolutional-neural-networks data-augmentation data-generation deep-learning sample-querying score-synthesis signal-processing source-separation theano
Last synced: 26 Jun 2025
https://github.com/codebox/image_augmentor
Data augmentation tool for images
data-augmentation image-augmentor machine-learning
Last synced: 12 Jun 2025
https://github.com/denisyarats/drq
DrQ: Data regularized Q
actor-critic control data-augmentation deep-learning deep-reinforcement-learning dm-control drq gym model-free mujoco off-policy pixel python pytorch reinforcement-learning rl sac soft-actor-crit
Last synced: 05 May 2025
https://github.com/sparkfish/augraphy
Augmentation pipeline for rendering synthetic paper printing, faxing, scanning and copy machine processes
augmentation-pipeline computer-vision crappification data-augmentation data-pipeline deep-neural-networks image-processing machine-learning synthetic-data synthetic-dataset-generation training-data
Last synced: 10 Apr 2025
https://github.com/sshuair/torchsat
🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.
classification data-augmentation deep-learning pytorch remote-sensing satellite satellite-imagery semantic-segmentation torchvision
Last synced: 07 Apr 2025
https://github.com/justinsalamon/scaper
A library for soundscape synthesis and augmentation
audio audio-processing data-augmentation machine-learning machine-listening soundscape soundscape-synthesis sox synthesis
Last synced: 04 Apr 2025
https://github.com/mratsim/amazon-forest-computer-vision
Amazon Forest Computer Vision: Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks
computer-vision data-augmentation deep-learning kaggle kaggle-competition keras neural-network-example neural-networks pytorch transfer-learning
Last synced: 07 Apr 2025
https://github.com/mratsim/Amazon-Forest-Computer-Vision
Amazon Forest Computer Vision: Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks
computer-vision data-augmentation deep-learning kaggle kaggle-competition keras neural-network-example neural-networks pytorch transfer-learning
Last synced: 08 May 2025
https://github.com/arundo/tsaug
A Python package for time series augmentation
audio data-augmentation deep-learning time-series
Last synced: 04 Apr 2025
https://github.com/dsxiangli/chinesener
中文NER的那些事儿
adversarial-transfer-learning bert bert-bilstm-crf bert-fine-tuning bilstm-crf chinese-ner chinesener crf data-augmentation mrc msr msra multitask-learning muti-task ner people-daily tensorflow tensorflow-serving tensorflow-serving-grpc tf-serving
Last synced: 06 Apr 2025
https://github.com/hkuds/opengraph
[EMNLP'2024] "OpenGraph: Towards Open Graph Foundation Models"
data-augmentation fundation-models graph-algorithms graph-fundation-models graph-generation graph-learning graph-neural-networks large-langage-models large-language-models transformer
Last synced: 07 Oct 2025
https://github.com/vinthony/ghost-free-shadow-removal
[AAAI 2020] Towards Ghost-free Shadow Removal via Dual Hierarchical Aggregation Network and Shadow Matting GAN
data-augmentation deep-learning scene-understanding shadow-removal tensorflow
Last synced: 06 Apr 2025
https://github.com/Garfield-kh/PoseTriplet
[CVPR 2022] PoseTriplet: Co-evolving 3D Human Pose Estimation, Imitation, and Hallucination under Self-supervision (Oral)
cvpr2022 data-augmentation motion-generation motion-imitation pose-estimation
Last synced: 03 Apr 2025
https://github.com/yu4u/mixup-generator
An implementation of "mixup: Beyond Empirical Risk Minimization"
data-augmentation deep-neural-networks generator keras mixup
Last synced: 13 Apr 2025
https://github.com/imedslab/solt
Streaming over lightweight data transformations
data-augmentation deep-learning image-recognition image-segmentation landmark-detection
Last synced: 08 May 2025
https://github.com/albumentations-team/albumentationsx
Next-generation Albumentations: dual-licensed for open-source and commercial use
data-augmentation deep-learning deeplearning image-augmentation image-classification image-processing image-segmentations instance-segmentation maching-learning object-detection python
Last synced: 15 Feb 2026
https://github.com/deftruth/torchlm
💎A high level pipeline for face landmarks detection, it supports training, evaluating, exporting, inference(Python/C++) and 100+ data augmentations, can easily install via pip.
albumentations data-augmentation face-landmarks heatmap mobilenet pip pipnet regression shufflenet torchvision yolov5 yolov6 yolov7 yolox
Last synced: 17 Mar 2025
https://github.com/roatienza/straug
Image transformations designed for Scene Text Recognition (STR) data augmentation. Published at ICCV 2021 Workshop on Interactive Labeling and Data Augmentation for Vision.
data-augmentation scene-text-recognition str
Last synced: 05 Apr 2025
https://github.com/xlite-dev/torchlm
💎A high level python lib for face landmarks detection: training, eval, export, inference(Python/C++) and 100+ data augmentations.
albumentations data-augmentation face-landmarks heatmap mobilenet pip pipnet regression shufflenet torchvision yolov5 yolov6 yolov7 yolox
Last synced: 13 Dec 2025
https://github.com/bmcfee/muda
A library for augmenting annotated audio data
data-augmentation machine-learning music nyucds python
Last synced: 06 Apr 2025
https://github.com/jiachens/ModelNet40-C
Repo for "Benchmarking Robustness of 3D Point Cloud Recognition against Common Corruptions" https://arxiv.org/abs/2201.12296
benchmark computer-vision corruption-robustness data-augmentation deep-learning ml-safety point-cloud-processing pytorch regularization robustness
Last synced: 20 Mar 2025
https://github.com/THUDM/GRAND
Source code and dataset of the NeurIPS 2020 paper "Graph Random Neural Network for Semi-Supervised Learning on Graphs"
data-augmentation gnn graph-neural-networks graphs neurips-2020 semi-supervised-learning
Last synced: 21 Jul 2025
https://github.com/thudm/grand
Source code and dataset of the NeurIPS 2020 paper "Graph Random Neural Network for Semi-Supervised Learning on Graphs"
data-augmentation gnn graph-neural-networks graphs neurips-2020 semi-supervised-learning
Last synced: 10 Apr 2025
https://github.com/hwalsuklee/tensorflow-mnist-cnn
MNIST classification using Convolutional NeuralNetwork. Various techniques such as data augmentation, dropout, batchnormalization, etc are implemented.
batch-normalization cnn data-augmentation dropout ensemble-prediction mnist mnist-classification tensorflow
Last synced: 12 May 2025
https://github.com/hfawaz/aaltd18
Data augmentation using synthetic data for time series classification with deep residual networks
convolutional-neural-networks data-augmentation deep-learning dtw dynamic-time-warping time-series-classification
Last synced: 09 Apr 2025
https://github.com/thesouthfrog/stylealign
[ICCV 2019]Aggregation via Separation: Boosting Facial Landmark Detector with Semi-Supervised Style Transition
data-augmentation face-alignment facial-landmarks representation-learning semi-supervised-learning
Last synced: 23 Apr 2025
https://github.com/mlcommons/gandlf
A generalizable application framework for segmentation, regression, and classification using PyTorch
biomedical-image-processing classification clinical-workflow data-augmentation deep-learning framework machine-learning medical-image-analysis medical-imaging medical-informatics pytorch regression segmentation
Last synced: 15 May 2025
https://github.com/mlcommons/GaNDLF
A generalizable application framework for segmentation, regression, and classification using PyTorch
biomedical-image-processing classification clinical-workflow data-augmentation deep-learning framework machine-learning medical-image-analysis medical-imaging medical-informatics pytorch regression segmentation
Last synced: 08 May 2025
https://github.com/beyondguo/genius
💡GENIUS – generating text using sketches! A strong text generation & data augmentation tool.
conditional-text-generation data-augmentation keywords-to-text named-entities-recognition sketch-to-text text-augmentation text-classificaiton text-generation
Last synced: 09 May 2025
https://github.com/mahmoudnafifi/WB_color_augmenter
WB color augmenter improves the accuracy of image classification and image semantic segmentation methods by emulating different WB effects (ICCV 2019) [Python & Matlab].
cnn color-augmentation color-constancy color-correction computer-vision data-augmentation deep-learning deep-neural-network deeplearning iccv19 iccv2019 image-augmentation image-classification semantic-segmentation white-balance whitebalance
Last synced: 08 May 2025
https://github.com/alexandervnikitin/tsgm
Generation and evaluation of synthetic time series datasets (also, augmentations, visualizations, a collection of popular datasets) NeurIPS'24
augmentations data-augmentation data-science datasets deep-learning generative-model keras machine-learning python synthetic-data synthetic-time-series tensorflow2 time-series vae
Last synced: 06 Apr 2025
https://github.com/snu-mllab/PuzzleMix
Official PyTorch implementation of "Puzzle Mix: Exploiting Saliency and Local Statistics for Optimal Mixup" (ICML'20)
Last synced: 06 May 2025
https://github.com/squeezeailab/llm2llm
[ACL 2024] LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement
data-augmentation llama llama2 llm llms natural-language-processing nlp synthetic-dataset-generation transformer
Last synced: 31 Jul 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/vita-epfl/social-nce
[ICCV21] Official implementation of the "Social NCE: Contrastive Learning of Socially-aware Motion Representations" in PyTorch.
contrastive-learning data-augmentation imitation-learning motion-forecasting multi-agent reinforcement-learning representation-learning
Last synced: 16 Jan 2026
https://github.com/clementchadebec/pyraug
Data Augmentation with Variational Autoencoders (TPAMI)
data-augmentation python variational-autoencoder
Last synced: 22 Aug 2025
https://github.com/jim-schwoebel/allie
🤖 An automated machine learning framework for audio, text, image, video, or .CSV files (50+ featurizers and 15+ model trainers). Python 3.6 required.
autokeras automl autopytorch data-augmentation data-cleaning data-cleaning-pipeline data-transformation data-visualization datasets deep-learning ludwig machine-learning machine-learning-api machine-learning-library machine-learning-models model-compression model-deployment tpot voice-computing
Last synced: 21 Aug 2025
https://github.com/arian-askari/ChatGPT-RetrievalQA-CIKM2023
A dataset for training/evaluating Question Answering Retrieval models on ChatGPT responses with the possibility to training/evaluating on real human responses.
ai chatgpt chatgpt-information-retrieval chatgpt-ir data-augmentation dataset deep-learning gpt-3 gpt2 gpt3 information-retrieval information-retrieval-chatgpt ir ir-chatgpt machine-learning nlp openai python sequence-to-sequence text-retrieval
Last synced: 27 Mar 2025
https://github.com/Shaoli-Huang/SnapMix
SnapMix: Semantically Proportional Mixing for Augmenting Fine-grained Data (AAAI 2021)
aaai2021 cutmix data-augmentation fine-grained-recognition mixup
Last synced: 05 Apr 2025
https://github.com/moskomule/dda
Differentiable Data Augmentation Library
data-augmentation differentiable-data-augmentation faster-auto-augment pytorch
Last synced: 06 Jul 2025
https://github.com/amazon-science/mix-generation
MixGen: A New Multi-Modal Data Augmentation
data-augmentation data-efficiency multimodal pretraining vision-language
Last synced: 03 Jul 2025
https://github.com/akiomik/pilgram
A python library for instagram filters
blend-modes css-filters data-augmentation image-augmentation image-blending image-processing instagram instagram-filters pillow
Last synced: 16 May 2025
https://github.com/ahmedbesbes/mrnet
Building an ACL tear detector to spot knee injuries from MRIs with PyTorch (MRNet)
acl cnn computer-vision convolutional-neural-networks data-augmentation deep-learning knee-injuries medical-imaging mri-applications mri-exams mri-images mrnet paper-implementations pytorch pytorch-tutorial sagittal-plane stanford stanford-ml-group tears transfer-learning
Last synced: 14 Jul 2025
https://github.com/isarandi/synthetic-occlusion
Synthetic Occlusion Augmentation
computer-vision data-augmentation occlusion python synthetic-dataset-generation
Last synced: 14 Apr 2025
https://github.com/KentoNishi/Augmentation-for-LNL
[CVPR 2021] Code for "Augmentation Strategies for Learning with Noisy Labels".
augmentation-policies cifar10 cifar100 clothing1m cvpr cvpr2021 data-augmentation data-augmentation-strategies label-noise label-noise-robustness semi-supervised-learning
Last synced: 08 May 2025
https://github.com/kentonishi/augmentation-for-lnl
[CVPR 2021] Code for "Augmentation Strategies for Learning with Noisy Labels".
augmentation-policies cifar10 cifar100 clothing1m cvpr cvpr2021 data-augmentation data-augmentation-strategies label-noise label-noise-robustness semi-supervised-learning
Last synced: 16 Mar 2025
https://github.com/tanyuqian/learning-data-manipulation
NeurIPS 2019 - Learning Data Manipulation for Augmentation and Weighting
bert data-augmentation data-manipulation meta-learning
Last synced: 26 Oct 2025
https://github.com/khawar-islam/diffuseMix
Official PyTorch implementation of DiffuseMix : Label-Preserving Data Augmentation with Diffusion Models (CVPR'2024)
cutmix data-augmentation diffusion-models generative-data-augmentation image-classification mixup synthetic-data transfer-learning
Last synced: 15 Aug 2025
https://github.com/JunlinHan/YOCO
Code for You Only Cut Once: Boosting Data Augmentation with a Single Cut, ICML 2022.
cifar10 cifar100 classification computer-vision contrastive-learning data-augmentation data-augmentation-strategies data-augmentations icml imagenet imagenet-classifier instance-segmentation object-detection pytorch rain-removal super-resolution
Last synced: 15 Aug 2025
https://github.com/snu-mllab/Co-Mixup
Official PyTorch implementation of "Co-Mixup: Saliency Guided Joint Mixup with Supermodular Diversity" (ICLR'21 Oral)
Last synced: 06 May 2025
https://github.com/fabioperez/skin-data-augmentation
Source code for the paper 'Data Augmentation for Skin Lesion Analysis' — 🏆 Best Paper Award at the ISIC Skin Image Analysis Workshop @ MICCAI 2018
computer-vision data-augmentation deep-learning machine-learning melanoma melanoma-classification pytorch skin-lesion-analysis
Last synced: 06 Apr 2025
https://github.com/pierluigiferrari/data_generator_object_detection_2d
A data generator for 2D object detection
data-augmentation data-generator image-transformations object-detection
Last synced: 13 May 2025
https://github.com/hypox64/candock
A time series signal analysis and classification framework
classification data-augmentation data-preprocessing deep-learning eeg series-signal-analysis
Last synced: 24 Apr 2025
https://github.com/zhiqiangdon/pose-adv-aug
Code for "Jointly Optimize Data Augmentation and Network Training: Adversarial Data Augmentation in Human Pose Estimation" (CVPR 2018)
adversarial-learning data-augmentation human-pose-estimation
Last synced: 30 Apr 2025
https://github.com/ashawkey/volumentations
3D volume data augmentation package inspired by albumentations
Last synced: 30 Apr 2025
https://github.com/sky77764/pa-aug.pytorch
Part-Aware Data Augmentation for 3D Object Detection in Point Cloud (IROS 2021)
3d-object-detection data-augmentation lidar point-cloud
Last synced: 15 Aug 2025
https://github.com/vijayg15/keras-multiclass-image-classification
Multiclass image classification using Convolutional Neural Network
computer-vision convolutional-neural-network data-augmentation deep-learning keras multiclass-classification multiclass-image-classification neural-networks resnet resnet101 resnet152 resnet50 tensorflow transfer-learning vgg16-model vgg19 vggnet weather weather-classification
Last synced: 08 May 2025
https://github.com/yell/mnist-challenge
My solution to TUM's Machine Learning MNIST challenge 2016-2017 [winner]
data-augmentation deep-learning deep-neural-networks gaussian-processes k-nn kernel logistic-regression machine-learning mnist neural-network pca python rbm
Last synced: 04 Jul 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/hkuds/adagcl
[KDD'2023] "AdaGCL: Adaptive Graph Contrastive Learning for Recommendation"
contrastive-learning data-augmentation graph-auto-encoder graph-neural-networks recommender-systems
Last synced: 28 Aug 2025
https://github.com/AIoT-MLSys-Lab/DeepAA
[ICLR 2022] "Deep AutoAugment" by Yu Zheng, Zhi Zhang, Shen Yan, Mi Zhang
automl data-augmentation deep-learning
Last synced: 08 May 2025
https://github.com/hwalsuklee/how-far-can-we-go-with-mnist
A collection of codes for 'how far can we go with MNIST' challenge
competition convnet data-augmentation ensemble highway-network mnist mnist-classification mnist-model resnet rnn tf-kr vgg
Last synced: 10 Apr 2025
https://github.com/guchengxi1994/mask2json
a small tool for image augmentation, including mask files to json/xml files , image augmentation(flip,rotation,noise,...) and so on
data-augmentation labelimg-tool labelme-tool
Last synced: 16 Jan 2026
https://github.com/cuge1995/pointcutmix
our code for paper 'PointCutMix: Regularization Strategy for Point Cloud Classification', Neurocomputing, 2022
3d-deep-learning data-augmentation deep-learning point-cloud
Last synced: 05 May 2025
https://github.com/cuge1995/PointCutMix
our code for paper 'PointCutMix: Regularization Strategy for Point Cloud Classification', Neurocomputing, 2022
3d-deep-learning data-augmentation deep-learning point-cloud
Last synced: 20 Mar 2025