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Search results for pytorch imagenet

333 search results found

Pytorch Cpp ⭐ 161

PyTorch C++ inference with LibTorch

Conformal_classification ⭐ 159

Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true class with high probability (via conformal prediction).

Deeplabv3.pytorch ⭐ 159

PyTorch implementation of DeepLabv3

Iresnet ⭐ 157

Improved Residual Networks (https://arxiv.org/pdf/2004.04989.pdf)

Msdnet Pytorch ⭐ 151

Freeadversarialtraining ⭐ 151

PyTorch Implementation of Adversarial Training for Free!

[IJCAI 2022] FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer

Atomnas ⭐ 148

Code for ICLR 2020 paper 'AtomNAS: Fine-Grained End-to-End Neural Architecture Search'

Convnet Aig ⭐ 147

PyTorch implementation for Convolutional Networks with Adaptive Inference Graphs

PyTorch Implementation of Stacked U-Nets (SUNets)

Models Comparison.pytorch ⭐ 141

Code for the paper Benchmark Analysis of Representative Deep Neural Network Architectures

Pytorch Tiny Imagenet ⭐ 140

pytorch-tiny-imagenet

Simclr Pytorch ⭐ 140

PyTorch implementation of SimCLR: supports multi-GPU training and closely reproduces results

Snca.pytorch ⭐ 136

Improving Generalization via Scalable Neighborhood Component Analysis

Fine Tuning.pytorch ⭐ 134

Pytorch implementation of fine tuning pretrained imagenet weights

Ranet Pytorch ⭐ 129

Resolution adaptive network

Reassessed Imagenet ⭐ 129

Labels and other data for the paper "Are we done with ImageNet?"

Pytorch implementation of network design paradigm described in the paper "Designing Network Design Spaces"

Resnext Pytorch ⭐ 117

Regretful Agent ⭐ 116

PyTorch code for CVPR 2019 paper: The Regretful Agent: Heuristic-Aided Navigation through Progress Estimation

Torchbench ⭐ 111

Easily benchmark machine learning models in PyTorch

Unsupervised Data Augmentation ⭐ 110

Unofficial PyTorch Implementation of Unsupervised Data Augmentation.

Deeplabv3_mobilenetv2_pytorch ⭐ 109

A PyTorch Implementation of MobileNetv2+DeepLabv3

Efficientnet Pytorch ⭐ 108

A PyTorch implementation of "EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks".

Eigendamage Pytorch ⭐ 105

Code for "EigenDamage: Structured Pruning in the Kronecker-Factored Eigenbasis" https://arxiv.org/abs/1905.05934

Adversarial Examples In Pytorch ⭐ 103

Pytorch code to generate adversarial examples on mnist and ImageNet data.

Selfmonitoring Agent ⭐ 101

PyTorch code for ICLR 2019 paper: Self-Monitoring Navigation Agent via Auxiliary Progress Estimation

MoEx (Moment Exchange)

Moganet ⭐ 100

[ICLR 2024] MogaNet: Efficient Multi-order Gated Aggregation Network

Imagenet ⭐ 97

Pytorch Imagenet Models Example + Transfer Learning (and fine-tuning)

Code for You Only Cut Once: Boosting Data Augmentation with a Single Cut, ICML 2022.

Meta Learning Lstm Pytorch ⭐ 92

pytorch implementation of Optimization as a Model for Few-shot Learning

Pytorch Saliency ⭐ 92

Real-time image saliency 🌠 (NIPS 2017)

Official implementation of FQ-GAN

Squeezenext ⭐ 91

Pytorch Detect To Track ⭐ 91

A pytorch implementation of Detect and Track (https://arxiv.org/abs/1710.03958)

Snail Pytorch ⭐ 91

Implementation of "A Simple Neural Attentive Meta-Learner" (SNAIL, https://arxiv.org/pdf/1707.03141.pdf) in PyTorch

Official Pytorch implementation of ReBias (Learning De-biased Representations with Biased Representations), ICML 2020

Abcpruner ⭐ 90

Pytorch implementation of our IJCAI 2020 -- Channel Pruning via Automatic Structure Search

Unofficial implementation with pytorch DistributedDataParallel for "MoCo: Momentum Contrast for Unsupervised Visual Representation Learning"

[ICCV 2019] Harmonious Bottleneck on Two Orthogonal Dimensions

Pytorch Dpns ⭐ 86

Pytorch Imprementation of Dual Path Networks

Frostnet ⭐ 86

FrostNet: Towards Quantization-Aware Network Architecture Search

Artminer ⭐ 86

(CVPR2019)Pytorch implementation of Paper "Discovering Visual Patterns in Art Collections with Spatially-consistent Feature Learning"

Projectaiai ⭐ 86

AiAi.care project is teaching computers to "see" chest X-rays and interpret them how a human Radiologist would. We are using 700,000 Chest X-Rays + Deep Learning to build an FDA 💊 approved, open-source screening tool for Tuberculosis and Lung Cancer. After an MRMC clinical trial, AiAi CAD will be distributed for free to emerging nations, charitable hospitals, and organizations like WHO 🌏 We will also release our pretrained models and weights as Medical Imagenet.

Shapetexturedebiasedtraining ⭐ 85

Code and models for the paper Shape-Texture Debiased Neural Network Training (ICLR 2021)

Ceit Pytorch ⭐ 84

Implementation of Convolutional enhanced image Transformer

Simplenet ⭐ 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 )

Imagenet ⭐ 80

This implements training of popular model architectures, such as AlexNet, ResNet and VGG on the ImageNet dataset(Now we supported alexnet, vgg, resnet, squeezenet, densenet)

Pytorch_imagenet ⭐ 77

PyTorch implementation of AlexNet

Vovnet.pytorch ⭐ 76

A pytorch implementation of VoVNet

Mobilenetv2 Pytorch ⭐ 75

This is the PyTorch implement of MobileNet V2

Pytorch Darknet53 ⭐ 75

PyTorch implementation of Darknet53

Pytorch Deepdream ⭐ 73

PyTorch implementation of DeepDream algorithm (Mordvintsev et al.). Additionally I've included playground.py to help you better understand basic concepts behind the algo.

Distribuuuu ⭐ 73

The pure and clear PyTorch Distributed Training Framework.

Pytorch Res2net ⭐ 72

PyTorch implementation of Res2Net

Supermix ⭐ 72

Pytorch implementation of CVPR2021 paper: SuperMix: Supervising the Mixing Data Augmentation

Pytorch Model Compare ⭐ 71

Compare neural networks by their feature similarity

Scalingscattering ⭐ 68

Alexnet Pytorch ⭐ 68

Pytorch Implementation of AlexNet

[CVPR 2020] Dynamic Hierarchical Mimicking Towards Consistent Optimization Objectives

Darts Pytorch ⭐ 66

PyTorch 1.0 supported for CNN exp.

Tensorcom ⭐ 66

Sota Backbones ⭐ 64

A collection of SOTA Image Classification Models in PyTorch

This project is the PyTorch implementation of our accepted CVPR 2020 paper : forward and backward information retention for accurate binary neural networks.

Beyond Inet ⭐ 62

Code for experiments for "ConvNet vs Transformer, Supervised vs CLIP: Beyond ImageNet Accuracy"

Airnet Pytorch ⭐ 60

Implementation of the paper ''Attention Inspiring Receptive-fields Network''

Mobilenet V2 Pytorch ⭐ 59

Model shared. Top1:71.806/Top5:90.410

Steven C. Y. Hung, Cheng-Hao Tu, Cheng-En Wu, Chien-Hung Chen, Yi-Ming Chan, and Chu-Song Chen, "Compacting, Picking and Growing for Unforgetting Continual Learning," Thirty-third Conference on Neural Information Processing Systems, NeurIPS 2019

Image_classification_sota ⭐ 58

Training ImageNet / CIFAR models with sota strategies and fancy techniques such as ViT, KD, Rep, etc.

Ghostnet.pytorch ⭐ 57

[CVPR2020] 73.6% GhostNet 1.0x pre-trained model on ImageNet

Dgconv.pytorch ⭐ 56

PyTorch implementation of Dynamic Grouping Convolution and Groupable ConvNet with pre-trained G-ResNeXt models

Official implementation for our CVPR19 paper, AOGNets: Compositional Grammatical Architectures for Deep Learning

Omni Gan Pytorch ⭐ 54

ICCV2021 (poster)

Kinetics I3d Pytorch ⭐ 51

Official implementation of paper "Knowledge Distillation from A Stronger Teacher", NeurIPS 2022

Mobilenetv3_pytorch ⭐ 49

MobileNetV3, PyTorch, pretrained model, on ImageNet 1K, detailed training processing.

Densenet Mura Pytorch ⭐ 49

Implementation of DenseNet model on Standford's MURA dataset using PyTorch

Nn_encapsulation ⭐ 49

Capsule research with our trivial contribution

A pytorch implementation of "Domain-Adaptive Few-Shot Learning"

Pytorch Simsiam ⭐ 48

A PyTorch re-implementation of the paper 'Exploring Simple Siamese Representation Learning'. Reproduced the 67.8% Top1 Acc on ImageNet.

Multimodalgame ⭐ 48

Shufflenet 1g8 Pytorch ⭐ 47

Model shared. Top1:67.408/Top5:87.258

Biglittlenet ⭐ 46

Official repository for Big-Little Net

Mixco Mixup Contrast ⭐ 45

MixCo: Mix-up Contrastive Learning for Visual Representation, NeurIPS 2020 Workshop on SSL

Adversarial_lab ⭐ 45

Web-based Tool for visualisation and generation of adversarial examples by attacking ImageNet Models like VGG, AlexNet, ResNet etc.

Simplenet_pytorch ⭐ 44

SimpleNetV1 Implementation in Pytorch

Mnasnet Pytorch ⭐ 42

A PyTorch implementation of MNASNET

Saliencymapper ⭐ 41

Pytorch implementation of Real Time Image Saliency for Black Box Classifiers https://arxiv.org/abs/1705.07857

Matching Guided Distillation (ECCV 2020)

Code for "Picking Winning Tickets Before Training by Preserving Gradient Flow" https://openreview.net/pdf?id=SkgsACVKPH

Sknet Pytorch ⭐ 39

Nearly Perfect & Easily Understandable PyTorch Implementation of SKNet

Perceptual Advex ⭐ 39

Code and data for the ICLR 2021 paper "Perceptual Adversarial Robustness: Defense Against Unseen Threat Models".

MoPro: Webly Supervised Learning

Twin Auxiliary Classifiers Gan ⭐ 38

Pytorch code for Towards Backward-Compatible Representation Learning [CVPR 2020 Oral]

Pytorch_quantization ⭐ 38

A pytorch implementation of dorefa quantization

Learning_to_learn_via_self Critique ⭐ 38

The original code for the paper "Learning to Learn via Self-Critique".

Lambda.pytorch ⭐ 37

PyTorch implementation of Lambda Network and pretrained Lambda-ResNet

Mixed Depthwise Convolutional Kernels ⭐ 37

Implementing MixNet: Mixed Depthwise Convolutional Kernels using Pytorch

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