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139 search results found

Faster Rcnn.pytorch ⭐ 5,938

A faster pytorch implementation of faster r-cnn

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 Summary ⭐ 3,857

Model summary in PyTorch similar to `model.summary()` in Keras

Flops Counter.pytorch ⭐ 2,606

Flops counter for convolutional networks in pytorch framework

Awesome Semantic Segmentation Pytorch ⭐ 2,399

Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)

Pytorch Playground ⭐ 2,366

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

High quality, fast, modular reference implementation of SSD in PyTorch

Pytorch Ssd ⭐ 1,301

MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in Pytorch 1.0 / Pytorch 0.4. Out-of-box support for retraining on Open Images dataset. ONNX and Caffe2 support. Experiment Ideas like CoordConv.

Classification_models ⭐ 706

Classification models trained on ImageNet. Keras.

Pytorchssd ⭐ 660

pytorch version of SSD and it's enhanced methods such as RFBSSD,FSSD and RefineDet

Pytorch Pruning ⭐ 655

PyTorch Implementation of [1611.06440] Pruning Convolutional Neural Networks for Resource Efficient Inference

Codes For Lane Detection ⭐ 629

Learning Lightweight Lane Detection CNNs by Self Attention Distillation (ICCV 2019)

Pytorch Cnn Finetune ⭐ 580

Fine-tune pretrained Convolutional Neural Networks with PyTorch

Ssds.pytorch ⭐ 550

Repository for Single Shot MultiBox Detector and its variants, implemented with pytorch, python3.

Pytorch Image Classification ⭐ 475

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

Convert_torch_to_pytorch ⭐ 463

Convert torch t7 model to pytorch model and source.

Two Stream Pytorch ⭐ 420

PyTorch implementation of two-stream networks for video action recognition

Torchcv ⭐ 385

TorchCV: a PyTorch vision library mimics ChainerCV

Benchmarking Keras Pytorch ⭐ 342

🔥 Reproducibly benchmarking Keras and PyTorch models

Ssd Pytorch ⭐ 335

SSD目标检测算法(Single Shot MultiBox Detector)(简单,明了,易用,全中文注释,单机多卡训练,视频检测)( If you train the model on a single computer and mutil GPU, this program will be your best choice , easier to use and easier to understand )

Glasses ⭐ 311

High-quality Neural Networks for Computer Vision 😎

Siamese Pytorch ⭐ 308

这是一个孪生神经网络（Siamese network）的库，可进行图片的相似性比较。

Siamesex.pytorch ⭐ 262

A simplified PyTorch implementation of Siamese networks for tracking: SiamFC, SiamRPN, SiamRPN++, SiamVGG, SiamDW, SiamRPN-VGG.

Styletransfertrilogy ⭐ 254

风格迁移三部曲

Pytorch Cartoongan ⭐ 243

Pytorch implementation of CartoonGAN (CVPR 2018)

Ssd Variants ⭐ 220

PyTorch implementation of several SSD based object detection algorithms.

Cnngeometric_pytorch ⭐ 217

CNNGeometric PyTorch implementation

Retrieval 2017 Cam ⭐ 206

Class-Weighted Convolutional Features for Image Retrieval (BMVC 2017)

Pytorch Vgg ⭐ 199

RM Operation can equivalently convert ResNet to VGG, which is better for pruning; and can help RepVGG perform better when the depth is large.

Pcl.pytorch ⭐ 193

PyTorch codes for our papers "Multiple Instance Detection Network with Online Instance Classifier Refinement" and "PCL: Proposal Cluster Learning for Weakly Supervised Object Detection".

Freezeout ⭐ 192

Accelerate Neural Net Training by Progressively Freezing Layers

Pytorch Vgg Cifar10 ⭐ 191

This is the PyTorch implementation of VGG network trained on CIFAR10 dataset

Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation, CVPR 2018

S3fd.pytorch ⭐ 174

SFD implement with pytorch

Libtorchtutorials ⭐ 168

This is a code repository for pytorch c++ (or libtorch) tutorial.

Torch Scan ⭐ 164

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

Deeplearning_plantdiseases ⭐ 156

Training and evaluating state-of-the-art deep learning CNN architectures for plant disease classification task.

Cartoongan Tensorflow ⭐ 156

Simple Tensorflow implementation of CartoonGAN (CVPR 2018)

Everypixelmatters ⭐ 150

Implementation of ECCV 2020 paper "Every Pixel Matters: Center-aware Feature Alignment for Domain Adaptive Object Detector"

Dsfd.pytorch ⭐ 139

DSFD implement with pytorch

Ssd_pytorch ⭐ 131

support different SSDs and different scale test, support refineDet.

DREAM: Deep Robot-to-Camera Extrinsics for Articulated Manipulators (ICRA 2020)

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

Pruning_filters_for_efficient_convnets ⭐ 121

PyTorch implementation of "Pruning Filters For Efficient ConvNets"

Pyramidbox.pytorch ⭐ 120

Pyramidbox implement with pytorch

Pytorch implementation of Multi-View Dynamic Facial Action Unit Detection, Image and Vision Computing (2018)

Chinese_ocr ⭐ 114

中文ocr识别

Easy Faster Rcnn.pytorch ⭐ 114

An easy implementation of Faster R-CNN (https://arxiv.org/pdf/1506.01497.pdf) in PyTorch.

Ds_bowl_2018 ⭐ 112

Kaggle Data Science Bowl 2018

Torchelie ⭐ 110

Torchélie is a set of utility functions, layers, losses, models, trainers and other things for PyTorch.

Pytorch Ssd ⭐ 104

reproduced the proposed results of SSD300 and SSD512

Pytorch Ssd ⭐ 99

Single Shot MultiBox Detector in PyTorch [deprecated]

Imagenet ⭐ 97

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

Neural Dream ⭐ 87

PyTorch implementation of DeepDream algorithm

Scratchai ⭐ 81

scratchai is a Deep Learning library that aims to store all Deep Learning algorithms. With easy calls to do all the common tasks in AI.

Image Classification Pytorch ⭐ 80

Learning and Building Convolutional Neural Networks using PyTorch

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)

Nips2018 ⭐ 72

Fasterrcnn Pytorch ⭐ 69

FasterRCNN is implemented in VGG, ResNet and FPN base.

Itsd Pytorch ⭐ 66

code for CVPR 2020 paper "Interactive Two-Stream Decoder for Accurate and Fast Saliency Detection"

Neural Style Pytorch ⭐ 62

Neural Style implementation in PyTorch! 🎨

Angiodysplasia Segmentation ⭐ 61

Wining solution and its further development for MICCAI 2017 Endoscopic Vision Challenge Angiodysplasia Detection and Localization

Day2night ⭐ 61

Image2Image Translation Research

Pytorch In Real Life ⭐ 60

Contains real-life example that can be solved by pytorch

Dpsh Pytorch ⭐ 55

A pytorch implementation for paper "Feature Learning based Deep Supervised Hashing with Pairwise Labels" with pytorch version

Emotion_classification ⭐ 54

facial expression recognition with Pytorch

A PyTorch implementation of VGG16. This could be considered as a variant of the original VGG16 since BN layers are added after each conv. layer

Hierarchical Shot Detector (ICCV2019)

Kfac Pytorch ⭐ 47

Pytorch implementation of KFAC and E-KFAC (Natural Gradient).

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。

Mnist Baselines ⭐ 45

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

Semantic_pyramid_for_image_generation ⭐ 45

PyTorch reimplementation of the paper: "Semantic Pyramid for Image Generation" [CVPR 2020].

Pytorch Faster Rcnn ⭐ 45

Pytorch Xnor Net ⭐ 44

XNOR-Net, with binary gemm and binary conv2d kernels, support both CPU and GPU.

Pytorch Cifar Sgdr ⭐ 43

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

Colab_demo ⭐ 42

中国海洋大学视觉实验室前沿理论小组 pytorch 学习

Deep Leafsnap ⭐ 41

LeafSnap replicated using deep neural networks to test accuracy compared to traditional computer vision methods.

Code for paper "SWALP: Stochastic Weight Averaging forLow-Precision Training".

Pytorch.ctpn ⭐ 38

pytorch, ctpn ,text detection ,ocr,文本检测

Resnet50 Pytorch Face Recognition ⭐ 37

Using Pytorch to implement a ResNet50 for Cross-Age Face Recognition

Deep Dream Pytorch ⭐ 37

Pytorch implementation of DeepDream on VGG16 Network

Visdial Gnn ⭐ 35

PyTorch code for Reasoning Visual Dialogs with Structural and Partial Observations

Refinedet.pytorch ⭐ 35

A PyTorch inplementation of RefineDet

Collaborative Learning For Weakly Supervised Object Detection ⭐ 34

Pytorch Nn Practice ⭐ 33

💩 My pytorch neural network practice repo

Assd Pytorch ⭐ 31

[CVIU 2019] ASSD learns to highlight useful regions on the feature maps while suppressing the irrelevant information, thereby providing reliable guidance for object detection.

Py Vital ⭐ 29

Vital tracker implemented using PyTorch

Pt Styletransfer ⭐ 27

Neural style transfer as a class in PyTorch

Hybrid Snn Conversion ⭐ 26

Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation

Pastiche ⭐ 24

A PyTorch implementation of Neural Style Transfer (Gatys et al. 2015).

Pytorch Classification ⭐ 23

Training of image classification models with PyTorch

PyTorch's Semantic Segmentation Toolbox

Detection Pytorch ⭐ 22

A pytorch Implementation of classical object detection.

Coarsenet ⭐ 21

Modified version of U-net based on "Convolutional Networks for Biomedical Image Segmentation (Ronneberger et al., 2015)" paper.

Facial Expression Recognition ⭐ 20

A Pytorch Implementation of FER( facial expression recognition )

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