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Search results for pytorch densenet

115 search results found

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.

Pytorch Cifar ⭐ 5,131

95.47% on CIFAR10 with PyTorch

Pytorch Opcounter ⭐ 4,368

Count the MACs / FLOPs of your PyTorch model.

Torch2trt ⭐ 4,267

An easy to use PyTorch to TensorRT converter

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)

Flops Counter.pytorch ⭐ 2,606

Flops counter for convolutional networks in pytorch framework

Efficient_densenet_pytorch ⭐ 1,462

A memory-efficient implementation of DenseNets

Pytorch Classification ⭐ 1,244

Classification with PyTorch.

Pytorch_classification ⭐ 1,055

利用pytorch实现图像分类的一个完整的代码，训练，预测，TTA，模型融合，模型部署，cnn提取特

Pytorch_image_classification ⭐ 979

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

Medicalzoopytorch ⭐ 896

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

Pytorch2keras ⭐ 848

PyTorch to Keras model convertor

Classification_models ⭐ 706

Classification models trained on ImageNet. Keras.

Condensenet ⭐ 655

CondenseNet: Light weighted CNN for mobile devices

Densenet.pytorch ⭐ 632

A PyTorch implementation of DenseNet.

Cifar Zoo ⭐ 575

PyTorch implementation of CNNs for CIFAR benchmark

Pytorch_cifar10 ⭐ 520

Pretrained TorchVision models on CIFAR10 dataset (with weights)

Convert_torch_to_pytorch ⭐ 463

Convert torch t7 model to pytorch model and source.

Ocr_densenet ⭐ 393

第一届西安交通大学人工智能实践大赛（2018AI实践大赛--图片文字识别）第一名；仅采用densen

Pspnet Pytorch ⭐ 377

PyTorch implementation of PSPNet segmentation network

Ocaml Torch ⭐ 376

OCaml bindings for PyTorch

Benchmarking Keras Pytorch ⭐ 342

🔥 Reproducibly benchmarking Keras and PyTorch models

Glasses ⭐ 311

High-quality Neural Networks for Computer Vision 😎

Densenet Pytorch ⭐ 306

A PyTorch Implementation for Densely Connected Convolutional Networks (DenseNets)

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.

Img_classification_pk_pytorch ⭐ 299

Quickly comparing your image classification models with the state-of-the-art models (such as DenseNet, ResNet, ...)

Pytorch Cifar Models ⭐ 245

3.41% and 17.11% error on CIFAR-10 and CIFAR-100

Pytorch_tiramisu ⭐ 236

FC-DenseNet in PyTorch for Semantic Segmentation

Pytorch Lesson Zh ⭐ 214

pytorch 包教不包会

Smooth Topk ⭐ 199

Smooth Loss Functions for Deep Top-k Classification

Freezeout ⭐ 192

Accelerate Neural Net Training by Progressively Freezing Layers

Pytorch Dpn Pretrained ⭐ 182

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

Face_recognition_framework ⭐ 181

Multi-task face recognition framework based on PyTorch

Chexnet With Localization ⭐ 181

Weakly Supervised Learning for Findings Detection in Medical Images

Torch Scan ⭐ 164

Seamless analysis of your PyTorch models (RAM usage, FLOPs, MACs, receptive field, etc.)

Tianchi_xuelang_ai ⭐ 143

天池雪浪布匹瑕疵检测，初赛线上949，排名9/2403

Pytorch Cifar10 ⭐ 143

pytorch and cifar10

Chexnet ⭐ 132

Implementation of the CheXNet network (PyTorch)

Pytorch Checkpoint ⭐ 126

Pytorch Image Classification ⭐ 124

用于pytorch的图像分类，包含多种模型方法，比如AlexNet，VGG，GoogleNet，Re

Pytorch_classifiers ⭐ 123

Almost any Image classification problem using pytorch

Sightseq ⭐ 109

🔭 Computer vision tools for fairseq, containing PyTorch implementation of text recognition and object detection

Srdensenet Pytorch ⭐ 109

SRDenseNet-pytorch（ICCV_2017）

Pytorch Asr ⭐ 100

ASR with PyTorch

Pytorch Speech Commands ⭐ 98

Speech commands recognition with PyTorch

Imagenet ⭐ 97

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

Trained Ternary Quantization ⭐ 87

Reducing the size of convolutional neural networks

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)

Image Classification Pytorch ⭐ 80

Learning and Building Convolutional Neural Networks using PyTorch

reference pytorch code for named entity tagging

Vovnet.pytorch ⭐ 76

A pytorch implementation of VoVNet

Imaterialist Furniture 2018 ⭐ 75

Kaggle competition

Gluon2pytorch ⭐ 72

Gluon to PyTorch deep neural network model converter

Pytorch Handwritten Mathematical Expression Recognition ⭐ 69

This program uses Attention and Coverage to realize HMER and this program is based on Pytorch.

Msc 2018 Final ⭐ 66

Pytorch Srdensenet ⭐ 65

Pytorch implementation for SRDenseNet (ICCV2017)

Se_densenet ⭐ 64

This is a SE_DenseNet which contains a senet (Squeeze-and-Excitation Networks by Jie Hu, Li Shen and Gang Sun) module, writen in Pytorch, train and eval codes have been released.

Crack_segmentation ⭐ 59

This repository contains code and dataset for the task crack segmentation using two architectures UNet_VGG16, UNet_Resnet and DenseNet-Tiramusu

Scene Classification ⭐ 50

Scene classification task in AI Challenger competition

Image Classification Caltech 256 ⭐ 50

Exploring CNNs and model quantization on Caltech-256 dataset

Pytorch Mono Depth ⭐ 49

Monocular depth prediction with PyTorch

Densenet Mura Pytorch ⭐ 49

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

Densenet ⭐ 47

A PyTorch Implementation of "Densely Connected Convolutional Networks"

Cnn Series Getting Started And Pytorch Implementation ⭐ 47

我的笔记和Demo，包含分类，检测、分割、知识蒸馏。

Pytorch Practice ⭐ 47

Some Basic PyTorch Practice

Mnist Baselines ⭐ 45

Baseline classifiers on the polluted MNIST dataset, SJTU CS420 course project

Pytorch Cifar Sgdr ⭐ 43

SGDR with pytorch on CIFAR-10 (now superseded by official PyTorch CosineAnnealingLR)

Pytorch Densenet Tiramisu ⭐ 42

PyTorch implementation of DenseNet and FCDenseNet

Iclassifier ⭐ 40

reference pytorch code for intent classification

Pytorch Nn Practice ⭐ 33

💩 My pytorch neural network practice repo

Pytorch Image Models Multi Label Classification ⭐ 29

Multi-label classification based on timm.

Repository containing the source code of the IVD-Net segmentation network that we proposed for the MICCAI 2018 IVD segmentation challenge.

Pytorch Video Feature Extractor ⭐ 28

A repository for extract CNN features from videos using pytorch

Condensenet Tensorflow ⭐ 27

tensorflow implementation of CondenseNet: An Efficient DenseNet using Learned Group Convolutions

Chexpert ⭐ 26

Voice Activity Detection ⭐ 26

Voice Activity Detection (VAD) using deep learning. Supervised by Retune DSP.

DenseNet with Deep Residual Channel-Attention Blocks for Single Image Super Resolution

Nn Common Modules ⭐ 22

Pytorch Implementations of Common modules, blocks and losses for CNNs specifically for segmentation models

Tensormonk ⭐ 20

A collection of deep learning models (PyTorch implemtation)

Lrp_pytorch_resnets_densenet ⭐ 20

implements some LRP rules to get explanations for Resnets and Densenet-121, including batchnorm-Conv canonization and tensorbiased layers coming up when canonizing densenets. uses custom backward. should work a GPU.

"Learning a Geometric Representation for Depth Estimation via Gradient Field and Contrastive Loss" (ICRA 2021)

Cifarclassify ⭐ 17

实现常用图像分类算法

Pretrained_model_pytorch ⭐ 15

pytorch pretrained model — resnet, densenet, inception, vgg, squeezenet, alexnet

Efficient Densenet Pytorch ⭐ 15

Memory-Efficient Implementation of DenseNets via PyTorch 1.0

Pytorch Peleenet ⭐ 12

Simple Code Implementation of "PeleeNet" architecture in "Pelee Paper" using PyTorch.

Pytorch_model_backbone ⭐ 12

The project is based on pytorch and integrates the current mainstream network architecture, including VGGnet, ResNet, Densenet, MobileNet and DarkNet (YOLOv2 and YOLOv3).

Pytorch Se Segmentation ⭐ 12

Manifold_mixup ⭐ 11

pytorch implementation of manifold-mixup

Pytorch_note ⭐ 11

📚 PyTorch知识点积累

Network Slimming ⭐ 11

Network reproduction and expansion based on Learning Efficient Convolutional Networks Through Network Slimming (ICCV 2017).

Depth_estimation_with_densenet Unet_hybrid ⭐ 11

Depth estimation from RGB images using a DenseNet based deep model.

Ocrd_typegroups_classifier ⭐ 9

Auto Dynamic Deeplab ⭐ 9

[IROS 2021] ADD: A Fine-grained Dynamic Inference Architecture for Semantic Image Segmentation

Multi Label 12 Lead Ecg Abnormality Classification ⭐ 8

A Combined ResNet-DenseNet Architecture with ResU Blocks (ResU-Dense) for 12-lead ECG Abnormality Classification

Pytorch Cinic 10 ⭐ 8

Pytorch deep learning object detection using CINIC-10 dataset.

A LEGO-style PyTorch-based Deep Learning Library for ConvNets Modeling

Kaggle Camera ⭐ 7

My solution to Kaggle challenge "IEEE Camera Model Identification" [top 3%]

Pretrained Efficient Densenet ⭐ 7

Pretrained Efficient DenseNet Model

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