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autoaugment

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PaddlePaddle /PaddleClas

A treasure chest for visual classification and recognition powered by PaddlePaddle

image-classification image-recognition pretrained-models knowledge-distillation product-recognition fastdeploy autoaugment cutmix randaugment gridmask deit repvgg swin-transformer image-retrieval-system

UpdatedMar 5, 2025
Python

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.

review machine-learning survey generative-adversarial-network style-transfer data-generation data-augmentation image-augmentation data-synthesis autoaugment audio-augmentation data-augmentations augmentation-policies nlp-augmentation graph-data-augmentation

UpdatedAug 14, 2024

ildoonet /pytorch-randaugment

Unofficial PyTorch Reimplementation of RandAugment.

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

UpdatedMar 14, 2023
Python

PistonY /torch-toolbox

🛠 Toolbox to extend PyTorch functionalities

metrics lmdb initializers pytorch toolbox swish cutout cv2 lookahead mixup flops autoaugment labelsmoothing cosinewarmuplr switchnorm arcloss cosloss l2softmax teansform lmdb-dataset

UpdatedMay 13, 2024
Python

4uiiurz1 /pytorch-auto-augment

PyTorch implementation of AutoAugment.

pytorch image-classification data-augmentation autoaugment

UpdatedJul 11, 2020
Python

zhiqiangdon /online-augment

Code for "OnlineAugment: Online Data Augmentation with Less Domain Knowledge" (ECCV 2020)

pytorch generative-adversarial-network vae data-augmentation online-learning automl stn autoaugment efficient-training auto-augment online-augment less-domain-knowledge

UpdatedAug 23, 2020
Python

affjljoo3581 /Differentiable-RandAugment

Optimize RandAugment with differentiable operations

python machine-learning deep-learning images image-processing torch pytorch image-augmentation autoaugment randaugment

UpdatedJan 25, 2021
Python

gudovskiy /autodo

Official PyTorch code for CVPR 2021 paper "AutoDO: Robust AutoAugment for Biased Data with Label Noise via Scalable Probabilistic Implicit Differentiation"

automl automated-machine-learning autoaugment

UpdatedOct 26, 2022
Python

Jasonlee1995 /AutoAugment_Detection

Unofficial Pytorch implementation of the paper 'Learning Data Augmentation Strategies for Object Detection'

detection pytorch augmentation autoaugment

UpdatedAug 19, 2021
Jupyter Notebook

SeongwoongCho /adversarial-autoaugment-pytorch

Unofficial Pytorch Implementation Of AdversarialAutoAugment(ICLR2020)

computer-vision deep-learning policy-gradient imagenet convolutional-neural-networks cifar data-augmentation-strategies data-augmentation augmentation autoaugment convol adversarial-autoaugment

UpdatedFeb 9, 2021
Python

wangermeng2021 /FastClassification

FastClassification is a tensorflow toolbox for class classification. It provides a training module with various backbones and training tricks towards state-of-the-art class classification.

sam image-classification mixup autoaugment lr-finder tensorflow2 cutmix randaugment sharpness-aware-minimization progressive-resizing

UpdatedJun 26, 2021
Python

tgilewicz /uniformaugment

Unofficial PyTorch Reimplementation of UniformAugment.

deep-learning classification imagenet convolutional-neural-networks cifar augmentation autoaugment randaugment uniformaugment uniform-augment

UpdatedSep 7, 2020
Python

cjf8899 /simple_tool_pytorch

📦Simple Tool Box with Pytorch

label-smoothing mixup focal-loss autoaugment warmup-cosine-lr random-erasing-augment

UpdatedJan 27, 2021
Python

JJack27 /Auto-Augment

An unofficial implementation of Google Brain's research in 2018

python reinforcement-learning deep-reinforcement-learning unofficial autoaugment

UpdatedJan 17, 2020
Python

Matt-Olek /FastAutoAugment-Time-Series

PyTorch implementation of Fast AutoAugment for Time Series

pytorch pytorch-implementation autoaugment fastautoaugment

UpdatedJun 19, 2024
Python

chjort /chambers

Collection of deep learning modules

keras autoaugment tensorflow2 randaugment vision-transformer

UpdatedJan 23, 2022
Python

stanford-traffic-sign /stanford-cs230-traffic-sign

Stanford CS 230 Group Project

python machine-learning deep-learning cnn pytorch convolutional-neural-network spatial-transformer-network autoaugment

UpdatedJan 16, 2021
Python

measaverb /RandAugment3D

RandAugment process for point cloud data to handle with 3D classification task

machine-learning deep-learning data-augmentation 3d-classification autoaugment

UpdatedMar 31, 2020
Python

Shreyas-Bhat /STL10

Comparing different learning paradigms on the STL 10 dataset and carrying further analysis in each method

supervised-learning semi-supervised-learning stl10 self-supervised-learning autoaugment contrastive-learning simclr2

UpdatedJan 2, 2022
Jupyter Notebook

KOLANICH-libs /PreImgAugment.py

Predefined pipelines for image augmentation

distribution image-processing image-augmentation augmentation imgaug autoaugment

UpdatedOct 14, 2023
Jupyter Notebook

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