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Name: Stanton Zhou

Type: User

Location: Beijing, China

Blog: https://zzzhoudj.github.io/

Stanton Zhou's Projects

efficientnet-pytorch

A PyTorch implementation of EfficientNet

emanet

The code for Expectation-Maximization Attention Networks for Semantic Segmentation (ICCV'2019 Oral)

global_convolutional_network

Pytorch implementation of GCN architecture for semantic segmentation

gscnn

Gated-Shape CNN for Semantic Segmentation (ICCV 2019)

hrnet-maskrcnn-benchmark

Object detection with multi-level representations generated from deep high-resolution representation learning (HRNetV2h).

hrnet-semantic-segmentation

High-resolution representation learning (HRNets) for Semantic Segmentation

itchat

A complete and graceful API for Wechat. 微信个人号接口、微信机器人及命令行微信，三十行即可自定义个人号机器人。

lprnet_pytorch

Pytorch Implementation For LPRNet, A High Performance And Lightweight License Plate Recognition Framework.

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

mnist_tutorial

A tutorial for mnist hand writen digit classification using sklearn, pytorch and keras.

msnet

(MICCAI 2021) Automatic Polyp Segmentation via Multi-scale Subtraction Network

multi-scale-attention

Code for our paper "Multi-scale Guided Attention for Medical Image Segmentation"

pspnet-pytorch

PyTorch implementation of PSPNet segmentation network

pytorch-best-practice

A Guidance on PyTorch Coding Style Based on Kaggle Dogs vs. Cats

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

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)

pytorch-cyclegan-and-pix2pix

Image-to-Image Translation in PyTorch

pytorch-deeplab-xception

DeepLab v3+ model in PyTorch. Support different backbones.

pytorch-encoding

A CV Toolkit

pytorch-segmentation-toolbox

PyTorch Implementations for DeeplabV3 and PSPNet

pytorch-semantic-segmentation

PyTorch for Semantic Segmentation

san

Exploring Self-attention for Image Recognition, CVPR2020.

satellite-image-deep-learning

Resources for performing deep learning on satellite imagery

self-attention-gan

Pytorch implementation of Self-Attention Generative Adversarial Networks (SAGAN)

semantic-segmentation

Improving Semantic Segmentation via Video Propagation and Label Relaxation

semantic-segmentation-1

I will upload many semantic segmentation models to this repository for you to learn

setr

[CVPR 2021] Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers

solaris

CosmiQ Works Geospatial Machine Learning Analysis Toolkit

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