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Search results for pytorch resnet

499 search results found

Pytorch Image Models ⭐ 34,578

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

Deeplearning Models ⭐ 16,142

A collection of various deep learning architectures, models, and tips

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.

Tensorrtx ⭐ 6,315

Implementation of popular deep learning networks with TensorRT network definition API

Pytorch Cifar ⭐ 5,131

95.47% on CIFAR10 with PyTorch

Yolact ⭐ 4,793

A simple, fully convolutional model for real-time instance segmentation.

Mmpose ⭐ 4,587

OpenMMLab Pose Estimation Toolbox and Benchmark.

Pytorch Opcounter ⭐ 4,368

Count the MACs / FLOPs of your PyTorch model.

Torch2trt ⭐ 4,267

An easy to use PyTorch to TensorRT converter

Facenet Pytorch ⭐ 3,809

Pretrained Pytorch face detection (MTCNN) and facial recognition (InceptionResnet) models

Mmpretrain ⭐ 3,694

OpenMMLab Pre-training Toolbox and Benchmark

Pytorch Cifar100 ⭐ 3,687

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)

Pytorch Studiogan ⭐ 3,226

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

Resnest ⭐ 3,070

ResNeSt: Split-Attention Networks

Deep Reinforcement Learning With Pytorch ⭐ 2,741

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

Human Pose Estimation.pytorch ⭐ 2,727

The project is an official implement of our ECCV2018 paper "Simple Baselines for Human Pose Estimation and Tracking(https://arxiv.org/abs/1804.06208)"

Flops Counter.pytorch ⭐ 2,606

Flops counter for convolutional networks in pytorch framework

Pytorch Deeplab Xception ⭐ 2,524

DeepLab v3+ model in PyTorch. Support different backbones.

Imgclsmob ⭐ 2,399

Sandbox for training deep learning networks

Pytorch Playground ⭐ 2,366

Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)

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

Pytorch Retinanet ⭐ 1,764

Pytorch implementation of RetinaNet object detection.

Simclr ⭐ 1,745

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

Pytorch Networks ⭐ 1,740

Pytorch implementation of cnn network

Kuiperinfer ⭐ 1,706

带你从零实现一个高性能的深度学习推理库，支持Unet、Yolov5、Resnet等模型的推理。Imp a high-performance deep learning inference library step by step

X Anylabeling ⭐ 1,642

Effortless data labeling with AI support from Segment Anything and other awesome models.

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.

Pytorch Classification ⭐ 1,244

Classification with PyTorch.

Cnnimageretrieval Pytorch ⭐ 1,174

CNN Image Retrieval in PyTorch: Training and evaluating CNNs for Image Retrieval in PyTorch

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)

Awesome Backbones ⭐ 1,079

Integrate deep learning models for image classification | Backbone learning/comparison/magic modification project

Deeplabv3plus Pytorch ⭐ 1,010

Pretrained DeepLabv3 and DeepLabv3+ for Pascal VOC & Cityscapes

Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL challenge@NeurIPS.

Pytorch_image_classification ⭐ 979

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

Dilated Residual Networks

Medicalzoopytorch ⭐ 896

A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation

Pytorch2keras ⭐ 860

PyTorch to Keras model convertor

Addernet ⭐ 857

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

Dbnet.pytorch ⭐ 772

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

Video Classification 3d Cnn Pytorch ⭐ 749

Video classification tools using 3D ResNet

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.

Random Erasing ⭐ 697

Random Erasing Data Augmentation. Experiments on CIFAR10, CIFAR100 and Fashion-MNIST

Pytorchinsight ⭐ 678

a pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.

Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models

Face_pytorch ⭐ 653

face recognition algorithms in pytorch framework, including arcface, cosface, sphereface and so on

Cbam.pytorch ⭐ 630

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

Freeanchor ⭐ 623

FreeAnchor: Learning to Match Anchors for Visual Object Detection (NeurIPS 2019)

Pytorch_resnet_cifar10 ⭐ 614

Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.

Cutmix Pytorch ⭐ 611

Official Pytorch implementation of CutMix regularizer

Flexible Yolov5 ⭐ 607

More readable and flexible yolov5 with more backbone(gcn, resnet, shufflenet, moblienet, efficientnet, hrnet, swin-transformer, etc) and (cbam，dcn and so on), and tensorrt

Meal V2 ⭐ 603

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

Pytorch Deeplab Resnet ⭐ 598

DeepLab resnet v2 model in pytorch

Deepfake Detection ⭐ 583

Towards deepfake detection that actually works

Cifar Zoo ⭐ 575

PyTorch implementation of CNNs for CIFAR benchmark

Detectorch ⭐ 567

Detectorch - detectron for PyTorch

Pytorch Randaugment ⭐ 557

Unofficial PyTorch Reimplementation of RandAugment.

Functional Zoo ⭐ 557

PyTorch and Tensorflow functional model definitions

Gluoncv Torch ⭐ 548

PyTorch API for GluonCV Models

Vqa.pytorch ⭐ 536

Visual Question Answering in Pytorch

Pytorchnethub ⭐ 519

项目注释+论文复现+算法竞赛+Pytorch实践

Deeplabv3plus Pytorch ⭐ 511

Here is a pytorch implementation of deeplabv3+ supporting ResNet(79.155%) and Xception(79.945%). Multi-scale & flip test and COCO dataset interface has been finished.

Network Slimming ⭐ 499

Network Slimming (Pytorch) (ICCV 2017)

Teacher Free Knowledge Distillation ⭐ 490

Knowledge Distillation: CVPR2020 Oral, Revisiting Knowledge Distillation via Label Smoothing Regularization

Filter Pruning Geometric Median ⭐ 489

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

Pytorch Image Classification ⭐ 475

Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.

Real Time Gesrec ⭐ 469

Real-time Hand Gesture Recognition with PyTorch on EgoGesture, NvGesture, Jester, Kinetics and UCF101

Lemniscate.pytorch ⭐ 467

Unsupervised Feature Learning via Non-parametric Instance Discrimination

Convert_torch_to_pytorch ⭐ 463

Convert torch t7 model to pytorch model and source.

Wespeaker ⭐ 450

Research and Production Oriented Speaker Recognition Toolkit

Img2vec ⭐ 426

🔥 Use pre-trained models in PyTorch to extract vector embeddings for any image

Laneatt ⭐ 418

Code for the paper entitled "Keep your Eyes on the Lane: Real-time Attention-guided Lane Detection" (CVPR 2021)

Psenet.pytorch ⭐ 412

A pytorch re-implementation of PSENet: Shape Robust Text Detection with Progressive Scale Expansion Network

Segmentron ⭐ 407

Support PointRend, Fast_SCNN, HRNet, Deeplabv3_plus(xception, resnet, mobilenet), ContextNet, FPENet, DABNet, EdaNet, ENet, Espnetv2, RefineNet, UNet, DANet, HRNet, DFANet, HardNet, LedNet, OCNet, EncNet, DuNet, CGNet, CCNet, BiSeNet, PSPNet, ICNet, FCN, deeplab)

Video_features ⭐ 397

Extract video features from raw videos using multiple GPUs. We support RAFT flow frames as well as S3D, I3D, R(2+1)D, VGGish, CLIP, ResNet features.

Siamrpn_plus_plus_pytorch ⭐ 390

SiamRPN, SiamRPN++, unofficial implementation of "SiamRPN++" (CVPR2019), multi-GPUs, LMDB.

Vedastr ⭐ 389

A scene text recognition toolbox based on PyTorch

Resnext.pytorch ⭐ 388

Reproduces ResNet-V3 with pytorch

Residualmaskingnetwork ⭐ 387

ICPR 2020: Facial Expression Recognition using Residual Masking Network

Vedaseg ⭐ 383

A semantic segmentation toolbox based on PyTorch

Simpleaicv_pytorch_training_examples ⭐ 380

SimpleAICV:pytorch training and testing examples.

Pspnet Pytorch ⭐ 377

PyTorch implementation of PSPNet segmentation network

Ocaml Torch ⭐ 376

OCaml bindings for PyTorch

Mega.pytorch ⭐ 375

Memory Enhanced Global-Local Aggregation for Video Object Detection, CVPR2020

Epipolarpose ⭐ 366

Self-Supervised Learning of 3D Human Pose using Multi-view Geometry (CVPR2019)

Attention Augmented Conv2d ⭐ 363

Implementing Attention Augmented Convolutional Networks using Pytorch

High-level batteries-included neural network training library for Pytorch

Pytorch Cpp ⭐ 353

Pytorch C++ Library

Pytorch Cpn ⭐ 351

A PyTorch re-implementation of CPN (Cascaded Pyramid Network for Multi-Person Pose Estimation)

Vgg_face2 ⭐ 344

Benchmarking Keras Pytorch ⭐ 342

🔥 Reproducibly benchmarking Keras and PyTorch models

Machine Learning Is All You Need ⭐ 337

🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!

Deep Metric Learning Baselines ⭐ 330

PyTorch Implementation for Deep Metric Learning Pipelines

Official PyTorch Repo for "ReZero is All You Need: Fast Convergence at Large Depth"

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