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Search results for resnet imagenet

233 search results found

Pytorch Image Models ⭐ 30,403

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

Segmentation_models.pytorch ⭐ 8,226

Segmentation models with pretrained backbones. PyTorch.

Pretrained Models.pytorch ⭐ 8,094

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

Models ⭐ 6,819

Officially maintained, supported by PaddlePaddle, including CV, NLP, Speech, Rec, TS, big models and so on.

Deep Residual Networks ⭐ 5,695

Deep Residual Learning for Image Recognition

Paddleclas ⭐ 5,161

A treasure chest for visual classification and recognition powered by PaddlePaddle

Simclr ⭐ 3,525

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

Pytorch Studiogan ⭐ 3,226

StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.

Flops Counter.pytorch ⭐ 2,606

Flops counter for convolutional networks in pytorch framework

Imgclsmob ⭐ 2,399

Sandbox for training deep learning networks

Efficientnet ⭐ 2,048

Implementation of EfficientNet model. Keras and TensorFlow Keras.

Fb.resnet.torch ⭐ 1,945

Torch implementation of ResNet from http://arxiv.org/abs/1512.03385 and training scripts

PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882

Resnext ⭐ 1,652

Implementation of a classification framework from the paper Aggregated Residual Transformations for Deep Neural Networks

Senet.pytorch ⭐ 1,494

PyTorch implementation of SENet

Big_transfer ⭐ 1,421

Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.

Fast Autoaugment ⭐ 1,358

Official Implementation of 'Fast AutoAugment' in PyTorch.

Deep Feature Flow ⭐ 1,261

Deep Feature Flow for Video Recognition

Pytorch Classification ⭐ 1,244

Classification with PyTorch.

Caffe Model ⭐ 1,238

Caffe models (including classification, detection and segmentation) and deploy files for famouse networks

Torchdistill ⭐ 1,171

A coding-free framework built on PyTorch for reproducible deep learning studies. 🏆22 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.

Attention Transfer ⭐ 1,120

Improving Convolutional Networks via Attention Transfer (ICLR 2017)

Wide Residual Networks ⭐ 1,064

3.8% and 18.3% on CIFAR-10 and CIFAR-100

Pytorch_image_classification ⭐ 979

PyTorch implementation of image classification models for CIFAR-10/CIFAR-100/MNIST/FashionMNIST/Kuzushiji-MN

[ECCV 2020] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis

Addernet ⭐ 857

Code for paper " AdderNet: Do We Really Need Multiplications in Deep Learning?"

Pytorch2keras ⭐ 849

PyTorch to Keras model convertor

Dbnet.pytorch ⭐ 772

A pytorch re-implementation of Real-time Scene Text Detection with Differentiable Binarization

Robustness ⭐ 728

Corruption and Perturbation Robustness (ICLR 2019)

Neural Network Compression Framework for enhanced OpenVINO™ inference

Classification_models ⭐ 706

Classification models trained on ImageNet. Keras.

Cbam.pytorch ⭐ 630

Non-official implement of Paper：CBAM: Convolutional Block Attention Module

Slimmable_networks ⭐ 623

Slimmable Networks, AutoSlim, and Beyond, ICLR 2019, and ICCV 2019

Cutmix Pytorch ⭐ 611

Official Pytorch implementation of CutMix regularizer

Meal V2 ⭐ 603

MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks

AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty

Diracnets ⭐ 582

Training Very Deep Neural Networks Without Skip-Connections

Ibn Net ⭐ 578

Instance-Batch Normalization Networks (ECCV2018)

Functional Zoo ⭐ 557

PyTorch and Tensorflow functional model definitions

Pytorch Randaugment ⭐ 557

Unofficial PyTorch Reimplementation of RandAugment.

Gluoncv Torch ⭐ 548

PyTorch API for GluonCV Models

Octconv ⭐ 532

Filter Pruning Geometric Median ⭐ 489

Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration (CVPR 2019 Oral)

Reproduce ResNet-v2(Identity Mappings in Deep Residual Networks) with MXNet

Lemniscate.pytorch ⭐ 467

Unsupervised Feature Learning via Non-parametric Instance Discrimination

Centerx ⭐ 430

This repo is implemented based on detectron2 and centernet

Resnext.pytorch ⭐ 388

Reproduces ResNet-V3 with pytorch

Residualmaskingnetwork ⭐ 387

ICPR 2020: Facial Expression Recognition using Residual Masking Network

Libtorchsegmentation ⭐ 380

A c++ trainable semantic segmentation library based on libtorch (pytorch c++). Backbone: VGG, ResNet, ResNext. Architecture: FPN, U-Net, PAN, LinkNet, PSPNet, DeepLab-V3, DeepLab-V3+ by now.

Deep Koalarization ⭐ 375

Keras/Tensorflow implementation of our paper Grayscale Image Colorization using deep CNN and Inception-ResNet-v2 (https://arxiv.org/abs/1712.03400)

A simple and effective method for detecting out-of-distribution images in neural networks.

Relabel_imagenet ⭐ 356

Class Balanced Loss ⭐ 349

Class-Balanced Loss Based on Effective Number of Samples. CVPR 2019

Cnn Models ⭐ 348

ImageNet pre-trained models with batch normalization for the Caffe framework

Benchmarking Keras Pytorch ⭐ 342

🔥 Reproducibly benchmarking Keras and PyTorch models

Assembled Cnn ⭐ 311

Tensorflow implementation of "Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network"

Pytorch Hardnet ⭐ 305

35% faster than ResNet: Harmonic DenseNet, A low memory traffic network

Pretorched X ⭐ 299

Pretrained Image & Video ConvNets and GANs for PyTorch: NASNet, ResNeXt (2D + 3D), ResNet (2D + 3D), InceptionV4, InceptionResnetV2, Xception, DPN, NonLocalNets, R(2+1)D nets, MultiView CNNs, Temporal Relation Networks, BigGANs StyleGANs, etc.

Convnet.pytorch ⭐ 279

ConvNet training using pytorch

Label Refinery ⭐ 250

Label Refinery: Improving ImageNet Classification through Label Progression

Robust Models Transfer ⭐ 237

Official repository for our NeurIPS 2020 *oral* "Do Adversarially Robust ImageNet Models Transfer Better?"

Attention_branch_network ⭐ 236

Attention Branch Network (CIFAR100, ImageNet models)

Soft Filter Pruning ⭐ 235

Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks

Fusenet ⭐ 233

Deep fusion project of deeply-fused nets, and the study on the connection to ensembling

ResRep: Lossless CNN Pruning via Decoupling Remembering and Forgetting (ICCV 2021)

Spatially Adaptive Computation Time for Residual Networks

Pyramidnet Pytorch ⭐ 215

A PyTorch implementation for PyramidNets (Deep Pyramidal Residual Networks, https://arxiv.org/abs/1610.02915)

A toolbox of vision models and algorithms based on MindSpore

Octconv.pytorch ⭐ 187

PyTorch implementation of Octave Convolution with pre-trained Oct-ResNet and Oct-MobileNet models

Pytorch Dpn Pretrained ⭐ 182

Dual Path Networks (DPN) supporting pretrained weights converted from original MXNet implementation

Code and pretrained models for LIP: Local Importance-based Pooling (ICCV 19)

Odin Pytorch ⭐ 178

Principled Detection of Out-of-Distribution Examples in Neural Networks

Global Reasoning module for visual recognition

Resnet 18 Caffemodel On Imagenet ⭐ 178

ResNet-18 Caffemodel @ilsvrc12 shrt 256 with Top-1 69% Top-5 89%

Stand Alone Self Attention ⭐ 171

Implementing Stand-Alone Self-Attention in Vision Models using Pytorch

Reactnet ⭐ 170

ReActNet: Towards Precise Binary NeuralNetwork with Generalized Activation Functions. In ECCV 2020.

Bonnetal ⭐ 167

Bonnet and then some! Deep Learning Framework for various Image Recognition Tasks. Photogrammetry and Robotics Lab, University of Bonn

Selecsls Pytorch ⭐ 165

Reference ImageNet implementation of SelecSLS CNN architecture proposed in the SIGGRAPH 2020 paper "XNect: Real-time Multi-Person 3D Motion Capture with a Single RGB Camera". The repository also includes code for pruning the model based on implicit sparsity emerging from adaptive gradient descent methods, as detailed in the CVPR 2019 paper "On implicit filter level sparsity in Convolutional Neural Networks".

Senet Caffe ⭐ 160

A Caffe Re-Implementation of SENet

Iresnet ⭐ 157

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

Senet.mxnet ⭐ 146

🔥🔥 A MXNet implementation of Squeeze-and-Excitation Networks (SE-ResNext, SE-Resnet, SE-Inception-v4 and SE-Inception-Resnet-v2) 🔥🔥

Open Aff ⭐ 144

code and trained models for "Attentional Feature Fusion"

Pytorch Tiny Imagenet ⭐ 140

pytorch-tiny-imagenet

Cvpr18 Inaturalist Transfer ⭐ 139

Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning. CVPR 2018

Snca.pytorch ⭐ 136

Improving Generalization via Scalable Neighborhood Component Analysis

Blockdrop ⭐ 136

BlockDrop: Dynamic Inference Paths in Residual Networks

Fine Tuning.pytorch ⭐ 134

Pytorch implementation of fine tuning pretrained imagenet weights

Inside Outside Guidance ⭐ 123

Interactive Object Segmentation with Inside-Outside Guidance

Synaptic Flow ⭐ 122

Pyramidnet ⭐ 121

Torch implementation of the paper "Deep Pyramidal Residual Networks" (https://arxiv.org/abs/1610.02915).

Semi Supervised Imagenet1k Models ⭐ 118

Semi-supervised ImageNet1K models

This repository contains the official implementation of DPGN: Distribution Propagation Graph Network for Few-shot Learning.

Caffe Model ⭐ 113

Caffe models (imagenet pretrain) and prototxt generator scripts for inception_v3 \ inception_v4 \ inception_resnet \ fractalnet \ resnext

(NeurIPS 2020) Transductive Information Maximization for Few-Shot Learning https://arxiv.org/abs/2008.11297

Classification_models_3d ⭐ 109

Set of models for classifcation of 3D volumes

A Re-implementation of Fixed-update Initialization

Imagenet R ⭐ 103

ImageNet-R(endition) and DeepAugment (ICCV 2021)

Ternarynet ⭐ 103

Implementation for Trained Ternary Network.

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