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Search results for pytorch data augmentation
data-augmentation
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pytorch
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75 search results found
Dali
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4,770
A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.
Face.evolve
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3,074
🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥
Torchio
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1,904
Medical imaging toolkit for deep learning
Webdataset
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1,898
A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.
Torchsample
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1,829
High-Level Training, Data Augmentation, and Utilities for Pytorch
Torch Audiomentations
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823
Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.
Inltk
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808
Natural Language Toolkit for Indic Languages aims to provide out of the box support for various NLP tasks that an application developer might need
Flownetpytorch
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773
Pytorch implementation of FlowNet by Dosovitskiy et al.
Random Erasing
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697
Random Erasing Data Augmentation. Experiments on CIFAR10, CIFAR100 and Fashion-MNIST
Mobilepose
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622
Light-weight Single Person Pose Estimator
Openmixup
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538
CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark
Mtan
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470
The implementation of "End-to-End Multi-Task Learning with Attention" [CVPR 2019].
Specaugment
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411
A Implementation of SpecAugment with Tensorflow & Pytorch, introduced by Google Brain
Drq
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369
DrQ: Data regularized Q
Amazon Forest Computer Vision
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364
Amazon Forest Computer Vision: Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks
Mixup
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306
Implementation of the mixup training method
Synthcity
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292
A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.
Torchsat
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285
🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.
Text2text
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268
Text2Text: Crosslingual NLP/G toolkit
Pytorch Vdsr
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261
VDSR (CVPR2016) pytorch implementation
Torch_videovision
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188
Transforms for video datasets in pytorch
Modelnet40 C
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184
Repo for "Benchmarking Robustness of 3D Point Cloud Recognition against Common Corruptions" https://arxiv.org/abs/2201.12296
Contrad
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142
Code for the paper "Training GANs with Stronger Augmentations via Contrastive Discriminator" (ICLR 2021)
Elasticdeform
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141
Differentiable elastic deformations for N-dimensional images (Python, SciPy, NumPy, TensorFlow, PyTorch).
Gandlf
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127
A generalizable application framework for segmentation, regression, and classification using PyTorch
Unsupervised Data Augmentation
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110
Unofficial PyTorch Implementation of Unsupervised Data Augmentation.
Social Nce
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108
[ICCV21] Official implementation of the "Social NCE: Contrastive Learning of Socially-aware Motion Representations" in PyTorch.
Moex
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100
MoEx (Moment Exchange)
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.
Pmn
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99
[TPAMI 2023 / ACMMM 2022 Best Paper Runner-Up Award] Learnability Enhancement for Low-light Raw Denoising: Where Paired Real Data Meets Noise Modeling (a Data Perspective)
Coursera Gan Specialization
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93
Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai
Yoco
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93
Code for You Only Cut Once: Boosting Data Augmentation with a Single Cut, ICML 2022.
Pedestrian Synthesis Gan
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85
Pedestrian-Synthesis-GAN: Generating Pedestrian Data in Real Scene and Beyond
Pytorch Auto Augment
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82
PyTorch implementation of AutoAugment.
Cutmix
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77
a Ready-to-use PyTorch Extension of Unofficial CutMix Implementations with more improved performance.
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
Kitanaqa
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47
KitanaQA: Adversarial training and data augmentation for neural question-answering models
Noisy Student Training Asr
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44
Pytorch implementation of Noisy Student Training for Automatic Speech Recognition and Automatic Pronunciation Error Detection problem
Mrnet
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44
Implementation of the paper: Deep-learning-assisted diagnosis for knee magnetic resonance imaging: Development and retrospective validation of MRNet
Uda Pytorch
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39
Unsupervised Data Augmentation experiments in PyTorch
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
Style Augmentation
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32
PyTorch implementation of neural style randomization for data augmentation
Advchain
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30
[Medical Image Analysis] Adversarial Data Augmentation with Chained Transformations (AdvChain)
Gps Augment
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27
Simple but high-performing method for learning a policy of test-time augmentation
Disc
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27
Official code of "Discover and Cure: Concept-aware Mitigation of Spurious Correlation" (ICML 2023)
Dda
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26
Differentiable Data Augmentation Library
Pytorch Ricap
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23
PyTorch implementation of RICAP (Random Image Cropping And Patching)
Augmennt
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22
Augmentations for Neural Networks. Implementation of Torchvision's transforms using OpenCV and additional augmentations for super-resolution, restoration and image to image translation.
Adversarial Automixup
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21
Official PyTorch(MMCV) implementation of “Adversarial AutoMixup” (ICLR 2024 spotlight)
Torchaug
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20
Library to perform efficient vision data augmentations for CPU/GPU per-sample/batched data.
Unet Multiclass Pytorch
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20
Multiclass semantic segmentation using U-Net architecture combined with strong image augmentation
Acvc
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20
Official PyTorch implementation of CVPRW 2022 paper "Attention Consistency on Visual Corruptions for Single-Source Domain Generalization"
Targetran
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18
Python library for data augmentation in object detection or image classification model training
Thelper
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12
Training framework & tools for PyTorch-based machine learning projects.
Erf Pspnet
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12
Pytorch code of Sequential/Hierarchical ERFNet with PSPNet for real-time semantic segmentation
Data Augmentation For Object Detection
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10
Data Augmentation For Object Detection using Pytorch and PIL
Pytorchvision
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10
The pytvision package consists of my datasets, models, and image transformations methods for computer vision projects. This package also containing the synthetic render methods.
Videotransformations
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9
Video transformation for deep learning
Ckn Pytorch Image
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9
CKN for images
Gan Face Editing
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8
Face attribute manipulation with GAN for automatic data augmentation or individual editing.
Pointnet2_randaugment
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8
Applying RandAugment on PointNet++
Vision Hw5
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7
Use PyTorch to train a classifier on Cifar-10
Luna16
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7
Developing a well-documented repository for the Lung Nodule Detection task on the Luna16 dataset. This work is inspired by the ideas of the first-placed team at DSB2017, "grt123".
Ida
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7
Official code for our SIBGRAPI 2020 paper: "IDA: Improved Data Augmentation Applied to Salient Object Detection"
Environmental Sound Classification
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7
Environmental sound classification with Convolutional neural networks and the UrbanSound8K dataset.
Fast Audiomentations
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6
⚡ Blazing fast audio augmentation in Python, powered by GPU for high-efficiency processing in machine learning and audio analysis tasks.
Handwritten_text_recognition
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6
My_uda_pytorch
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6
Aerialseg
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5
A collection of algorithm pipelines for segmentation of aerial imagery implemented by PyTorch.
Deep Learning Resources
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5
Curated list of DL Resources [Updated 2019]
Pytorch Hzproc
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5
Data Augmentation By Image Transforms
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5
A summary of image transformations is done with Pytorch, which implements data augmentation to improve generalization ability.
Dag Gans
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5
Data Augmentation optimized for GAN
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