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Guolei Sun's Projects

alphapose icon alphapose

Real-Time and Accurate Multi-Person Pose Estimation&Tracking System

astmt icon astmt

Attentive Single-tasking of Multiple Tasks

awesome_lists icon awesome_lists

Awesome Lists for Tenure-Track Assistant Professors and PhD students. (助理教授/博士生生存指南)

basicsr icon basicsr

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

composite-tasking icon composite-tasking

This repository implements ideas discussed in the CVPR2021 paper "Nikola Popovic, Danda Pani Paudel, Thomas Probst, Guolei Sun, Luc Van Gool - CompositeTasking: Understanding Images by Spatial Composition of Tasks" (https://arxiv.org/abs/2012.09030).

cosnet icon cosnet

See More, Know More: Unsupervised Video Object Segmentation with Co-Attention Siamese Networks (CVPR19)

countseg icon countseg

Official code for "Object counting and instance segmentation with image-level supervision", in CVPR 2019 and TPAMI 2020

deep-rppg icon deep-rppg

Deep learning (neural network) based remote photoplethysmography: how to extract pulse signal from video using deep learning tools

detectron.pytorch icon detectron.pytorch

A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.

dotdotgoose icon dotdotgoose

DotDotGoose is a free, open source tool to assist with manually counting objects in images

heartbeat icon heartbeat

Desktop implementation of Remote Photoplethysmography – Measuring heart rate using facial video.

hnc_loss icon hnc_loss

Code for eccv2020 paper: Fixing Localization Errors to Improve Image Classification

irn icon irn

Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations, CVPR 2019 (Oral)

lcfcn icon lcfcn

ECCV 2018 - Where are the Blobs: Counting by Localization with Point Supervision

mcis_wsss icon mcis_wsss

Code for ECCV 2020 paper (oral): Mining Cross-Image Semantics for Weakly Supervised Semantic Segmentation

ml-gcn icon ml-gcn

PyTorch implementation of Multi-Label Image Recognition with Graph Convolutional Networks, CVPR 2019.

oaa icon oaa

Code for our ICCV 2019 paper "Integral Object Mining via Online Attention Accumulation"

physnet icon physnet

code of BMVC2019 paper 'Photoplethysmograph Signal Measurement from Facial Videos Using Spatio-Temporal Networks'

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