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Topic: "autoaugment"

PaddlePaddle/PaddleClas

A treasure chest for visual classification and recognition powered by PaddlePaddle

Language: Python - Size: 256 MB - Last synced at: 4 days ago - Pushed at: 5 days ago - Stars: 5,634 - Forks: 1,186

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.

Size: 3.59 MB - Last synced at: 14 days ago - Pushed at: 9 months ago - Stars: 1,632 - Forks: 207

ildoonet/pytorch-randaugment

Unofficial PyTorch Reimplementation of RandAugment.

Language: Python - Size: 835 KB - Last synced at: 10 months ago - Pushed at: about 2 years ago - Stars: 621 - Forks: 98

PistonY/torch-toolbox

🛠 Toolbox to extend PyTorch functionalities

Language: Python - Size: 340 KB - Last synced at: 8 days ago - Pushed at: 12 months ago - Stars: 418 - Forks: 55

4uiiurz1/pytorch-auto-augment

PyTorch implementation of AutoAugment.

Language: Python - Size: 452 KB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 151 - Forks: 27

zhiqiangdon/online-augment

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

Language: Python - Size: 20 MB - Last synced at: 28 days ago - Pushed at: over 4 years ago - Stars: 38 - Forks: 4

affjljoo3581/Differentiable-RandAugment

Optimize RandAugment with differentiable operations

Language: Python - Size: 40 KB - Last synced at: 3 days ago - Pushed at: over 4 years ago - Stars: 26 - Forks: 0

gudovskiy/autodo

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

Language: Python - Size: 875 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 23 - Forks: 2

Jasonlee1995/AutoAugment_Detection

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

Language: Jupyter Notebook - Size: 128 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 16 - Forks: 1

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.

Language: Python - Size: 30.1 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 16 - Forks: 2

tgilewicz/uniformaugment

Unofficial PyTorch Reimplementation of UniformAugment.

Language: Python - Size: 82 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 14 - Forks: 5

cjf8899/simple_tool_pytorch

:package:Simple Tool Box with Pytorch

Language: Python - Size: 46.9 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 10 - Forks: 0

JJack27/Auto-Augment

An unofficial implementation of Google Brain's research in 2018

Language: Python - Size: 14.6 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 8 - Forks: 2

Matt-Olek/FastAutoAugment-Time-Series

PyTorch implementation of Fast AutoAugment for Time Series

Language: Python - Size: 14.8 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 3 - Forks: 0

chjort/chambers

Collection of deep learning modules

Language: Python - Size: 7.28 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

Shreyas-Bhat/STL10

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

Language: Jupyter Notebook - Size: 4.22 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

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

Stanford CS 230 Group Project

Language: Python - Size: 3.14 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 2

measaverb/RandAugment3D

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

Language: Python - Size: 192 KB - Last synced at: 9 months ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

KOLANICH-libs/PreImgAugment.py

Predefined pipelines for image augmentation

Language: Jupyter Notebook - Size: 1.73 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

NamanMakkar/UoE-INFR11031-Advanced-Vision-CW-21-22

This repository contains the code and the report for the coursework of INFR11031 Advanced Vision, a postgraduate course offered at The University of Edinburgh. The task was to train on limited and improve the accuracy of the ResNet-50 classifier on a small subset of the ImageNet dataset containing 50K training images and 50K test images. Achieved a mark of 74%

Language: Jupyter Notebook - Size: 517 KB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

Related Topics
pytorch 8 randaugment 6 deep-learning 5 data-augmentation 4 machine-learning 4 augmentation 4 python 3 mixup 3 image-classification 3 imagenet 3 image-augmentation 3 swish 2 generative-adversarial-network 2 cutmix 2 image-processing 2 convolutional-neural-networks 2 classification 2 cifar 2 automl 2 tensorflow2 2 initializers 1 flops 1 cv2 1 l2softmax 1 cutout 1 cosloss 1 labelsmoothing 1 lmdb 1 cosinewarmuplr 1 arcloss 1 resnet 1 mixup-cutmix 1 mixed-precision-training 1 mish 1 limited-data 1 gelu 1 cutmix-augmentation 1 adversarial-training 1 image-retrieval-system 1 survey 1 style-transfer 1 review 1 nlp-augmentation 1 graph-data-augmentation 1 data-synthesis 1 data-generation 1 data-augmentations 1 augmentation-policies 1 audio-augmentation 1 vae 1 stn 1 online-learning 1 online-augment 1 less-domain-knowledge 1 efficient-training 1 auto-augment 1 toolbox 1 teansform 1 switchnorm 1 metrics 1 lookahead 1 lmdb-dataset 1 image-recognition 1 gridmask 1 fastdeploy 1 deit 1 warmup-cosine-lr 1 random-erasing-augment 1 label-smoothing 1 focal-loss 1 spatial-transformer-network 1 convolutional-neural-network 1 cnn 1 sharpness-aware-minimization 1 sam 1 progressive-resizing 1 lr-finder 1 detection 1 uniformaugment 1 uniform-augment 1 automated-machine-learning 1 vision-transformer 1 keras 1 pytorch-implementation 1 fastautoaugment 1 3d-classification 1 supervised-learning 1 stl10 1 simclr2 1 semi-supervised-learning 1 self-supervised-learning 1 contrastive-learning 1 computer-vision 1 torch 1 images 1 unofficial 1 reinforcement-learning 1 deep-reinforcement-learning 1 imgaug 1 distribution 1