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Search results for pytorch augmentation
augmentation
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pytorch
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116 search results found
Stylegan2 Pytorch
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3,147
Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement
Torchio
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1,904
Medical imaging toolkit for deep learning
Torchsample
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1,829
High-Level Training, Data Augmentation, and Utilities for Pytorch
Byol Pytorch
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1,630
Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch
Pytorch Toolbelt
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1,458
PyTorch extensions for fast R&D prototyping and Kaggle farming
Fast Autoaugment
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1,358
Official Implementation of 'Fast AutoAugment' in PyTorch.
Data Efficient Gans
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1,231
[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training
Torchdyn
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1,187
A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods
Ttach
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879
Image Test Time Augmentation with PyTorch!
Torch Audiomentations
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823
Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.
Random Erasing
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697
Random Erasing Data Augmentation. Experiments on CIFAR10, CIFAR100 and Fashion-MNIST
Cutmix Pytorch
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611
Official Pytorch implementation of CutMix regularizer
Pytorch Randaugment
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557
Unofficial PyTorch Reimplementation of RandAugment.
Mtan
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470
The implementation of "End-to-End Multi-Task Learning with Attention" [CVPR 2019].
Spec_augment
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374
🔦 A Pytorch implementation of GoogleBrain's SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition
Opencv_transforms
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319
OpenCV implementation of Torchvision's image augmentations
Albumentations_examples
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318
Augmentations usage examples for albumentations library
Rising
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300
Provides everything needed for high performance data loading and augmentation in pytorch.
Argus Freesound
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266
Kaggle | 1st place solution for Freesound Audio Tagging 2019
Pytorch Kaggle Starter
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258
Pytorch starter kit for Kaggle competitions
Fmix
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254
Official implementation of 'FMix: Enhancing Mixed Sample Data Augmentation'
Ws Dan.pytorch
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221
A PyTorch implementation of WS-DAN (Weakly Supervised Data Augmentation Network) for FGVC (Fine-Grained Visual Classification)
Pytorch Deep Learning Template
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206
A Pytorch Computer Vision template to quick start your next project! 🚀🚀
Model_compression
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203
PyTorch Model Compression
Torch_videovision
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188
Transforms for video datasets in pytorch
Pytorch_connectomics
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151
PyTorch Connectomics: segmentation toolbox for EM connectomics
Pytorch Image Retrieval
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147
A PyTorch framework for an image retrieval task including implementation of N-pair Loss (NIPS 2016) and Angular Loss (ICCV 2017).
Semantic Segmentation Tutorial Pytorch
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123
A simple PyTorch codebase for semantic segmentation using Cityscapes.
Ws_dan_pytorch
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112
PyTorch Implementation Of WS-DAN(See Better Before Looking Closer: Weakly Supervised Data Augmentation Network for Fine-Grained Visual Classification)
Edafa
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111
Test Time Augmentation (TTA) wrapper for computer vision tasks: segmentation, classification, super-resolution, ... etc.
Unsupervised Data Augmentation
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110
Unofficial PyTorch Implementation of Unsupervised Data Augmentation.
Tormentor
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108
Pytorch augmentation
Seismiqb
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106
Seismic data interpretation with deep learning
Sgg
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100
Train Scene Graph Generation for Visual Genome and GQA in PyTorch >= 1.2 with improved zero and few-shot generalization.
Speech Emotion Classification With Pytorch
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100
This repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.
Moex
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100
MoEx (Moment Exchange)
Deep_utils
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95
An open-source toolkit which is full of handy functions, including the most used models and utilities for deep-learning practitioners!
Carrier Of Tricks For Classification Pytorch
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93
carrier of tricks for image classification tutorials using pytorch.
Torch Pitch Shift
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90
Pitch-shift audio clips quickly with PyTorch (CUDA supported)! Additional utilities for searching efficient transformations are included.
Autoalbument
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89
AutoML for image augmentation. AutoAlbument uses the Faster AutoAugment algorithm to find optimal augmentation policies. Documentation - https://albumentations.ai/docs/autoalbument/
Pytorch Yolov3
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85
YOLOv3 PyTorch version, add cocoapi mAP evaluation. 增加了中文注释。
Faceboxes
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85
faceboxes implement by pytorch
Simplenet
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83
This repository contains the architectures, Models, logs, etc pertaining to the SimpleNet Paper (Lets keep it simple: Using simple architectures to outperform deeper architectures )
Pytorch Auto Augment
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82
PyTorch implementation of AutoAugment.
Punctuation Restoration
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80
Punctuation Restoration using Transformer Models for High-and Low-Resource Languages
Augmentation Pytorch Transforms
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76
Image data augmentation on-the-fly by add new class on transforms in PyTorch and torchvision.
Supermix
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72
Pytorch implementation of CVPR2021 paper: SuperMix: Supervising the Mixing Data Augmentation
Self Supervised Mvs
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70
Pytorch codes for "Self-supervised Multi-view Stereo via Effective Co-Segmentation and Data-Augmentation"
Repr
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69
My implementation of RePr training scheme in PyTorch. https://arxiv.org/pdf/1811.07275.pdf
Augmix_tf2
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67
TF2.0 port for Augmix paper
Wav2letter.pytorch
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67
A fully convolution-network for speech-to-text, built on pytorch.
Tensorcom
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66
Torchutils
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65
(WIP) TorchUtils is a pytorch library with several useful tools and training tricks.
Yolo_v3
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56
YoloV3 in Pytorch and Jupyter Notebook
Kitanaqa
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47
KitanaQA: Adversarial training and data augmentation for neural question-answering models
Roteqnet
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43
Rotational Equivariant Networks for PyTorch/Python
Uda_pytorch
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40
UDA(Unsupervised Data Augmentation) implemented by pytorch
3dindoor Scenegraphnet
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40
PyTorch implementation of 'SceneGraphNet: Neural Message Passing for 3D Indoor Scene Augmentation' ICCV 2019
Sound Clf Pytorch
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39
Sound classifier tutorials/examples in PyTorch
Uda Pytorch
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39
Unsupervised Data Augmentation experiments in PyTorch
Contrastive Learner
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39
A simple to use pytorch wrapper for contrastive self-supervised learning on any neural network
New Yolov1_pytorch
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37
Skin Data Augmentation
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37
Source code for the paper 'Data Augmentation for Skin Lesion Analysis' - Best Paper Award at the ISIC Skin Image Analysis Workshop @ MICCAI 2018
Classification
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35
Catalyst.Classification
Awesome Object Detections
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34
object detection records
Dca
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33
This repository contains code used in the EMNLP 2019 paper "Learning Dynamic Context Augmentation for Global Entity Linking".
Contextlab
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33
ContextLab: A Toolbox for Context Feature Augmentation developed with PyTorch
Bbaug
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32
Bounding box augmentations for Pytorch
Deep Illuminator
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32
Deep Illuminator is a data augmentation tool designed for image relighting. It can be used to easily and efficiently generate a wide range of illumination variants of a single image.
Style Augmentation
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32
PyTorch implementation of neural style randomization for data augmentation
Pointmixup
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30
Implementation for paper "PointMixup: Augmentation for Point Cloud". Accepted to ECCV 2020 as spotlight presentation
Pytorch Unet
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29
2D and 3D UNet implementation in PyTorch.
Pytorch Simclr
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29
A PyTorch reproduction of 'A Simple Framework for Contrastive Learning of Visual Representations' by Ting Chen, et al.
Kaggle Human Protein Atlas Image Classification
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28
Kaggle 2018 @ Human Protein Atlas Image Classification
Oda Object Detection Tta
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27
ODA is a test-time-augmentation(TTA) tool for 2D object detectors. For use in Kaggle competitions.
Segmentation
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27
Catalyst.Segmentation
Iwildcam_2019_fgvc6
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26
Top 3% (7/336) solution for iWildCam 2019 - FGVC6 competition (Categorize animals in the wild)
Dda
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26
Differentiable Data Augmentation Library
Fast Reinforcement Learning
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26
Important Note fastrl version 2 is being developed at fastrl. Note the link in the readme
Yolov3 Pytorch
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23
A pytorch implementation of yolov3
Pytorch Ricap
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23
PyTorch implementation of RICAP (Random Image Cropping And Patching)
Zindi_wheat_growth
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23
1st place solution for CGIAR Wheat Growth Stage Challenge
Torch Time Stretch
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22
Time-stretch audio clips quickly with PyTorch (CUDA supported)! Additional utilities for searching efficient transformations are included.
Dpnet
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21
Data Priming Network for Automatic Check-Out - ACMMM 2019
Sota Data Augmentation And Optimizers
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21
This repository contains some of the latest data augmentation techniques and optimizers for image classification using pytorch and the CIFAR10 dataset
Mobilepose Pytorch
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15
Single Person Pose Estimation for Mobile Device
Ecg Augmentations
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13
ECG time-series augmentations library
Pytorch Finetuner
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13
Asd Crowd Counting
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12
An unofficial implementation of the ICASSP 2019 paper Adaptive Scenario Discovery for Crowd Counting by PyTorch.
Clsa_pytorch
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12
Unofficial implement of CLSA(Contrastive Learning with Stronger Augmentations) with minimum modifications on official moco's code
Cliquenet Pytorch
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12
a pytorch re-implementation of CliqueNet on CIFAR-10
Arcnn Pytorch
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12
PyTorch implementation of Deep Convolution Networks for Compression Artifacts Reduction (ICCV 2015)
Featmatch
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11
PyTorch code for the paper: "FeatMatch: Feature-Based Augmentation for Semi-Supervised Learning"
Data Augmentation For Object Detection
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10
Data Augmentation For Object Detection using Pytorch and PIL
Kitti 2d Object Detection
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10
The goal of this project is to detect objects from a number of object classes in realistic scenes for the KITTI 2D dataset.
Humpback Whale Identification
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10
Kaggle Humpback whale identification: 2xGPU Data augmentation + FP16 mixed precision training
Refindedet_pytorch
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9
pytorch based refineDet learning base on https://github.com/luuuyi/RefineDet.PyTorch
Ckn Pytorch Image
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9
CKN for images
Seada Vqa
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8
A pytorch implemetation of data augmentation method for visual question answering
Pointnet2_randaugment
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8
Applying RandAugment on PointNet++
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