Hao Ren

SRGAN. A PyTorch implementation of SRGAN based on CVPR 2017 paper "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"

ESPCN. A PyTorch implementation of ESPCN based on CVPR 2016 paper "Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network"

SimCLR. A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"

SlamBook. Learn 视觉slam十四讲

CapsNet. A PyTorch implementation of CapsNet based on NIPS 2017 paper "Dynamic Routing Between Capsules"

SEGAN. A PyTorch implementation of SEGAN based on INTERSPEECH 2017 paper "SEGAN: Speech Enhancement Generative Adversarial Network"

CGD. A PyTorch implementation of CGD based on the paper "Combination of Multiple Global Descriptors for Image Retrieval"

Restormer. A PyTorch implementation of Restormer based on CVPR 2022 paper "Restormer: Efficient Transformer for High-Resolution Image Restoration"

ImageDeblurring. A Keras implementation of image deblurring based on ICCV 2017 paper "Deep Generative Filter for motion deblurring"

CarLaneDetection. 车道线检测

DGCNN. A PyTorch implementation of DGCNN based on AAAI 2018 paper "An End-to-End Deep Learning Architecture for Graph Classification"

GradCAM. A PyTorch implementation of Grad-CAM based on ICCV 2017 paper "Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization"

R2Plus1D-C3D. A PyTorch implementation of R2Plus1D and C3D based on CVPR 2017 paper "A Closer Look at Spatiotemporal Convolutions for Action Recognition" and CVPR 2014 paper "Learning Spatiotemporal Features with 3D Convolutional Networks"

MoCo. A PyTorch implementation of MoCo based on CVPR 2020 paper "Momentum Contrast for Unsupervised Visual Representation Learning"

DrawingBoard. 仿画图板——Android

CCCapsNet. A PyTorch implementation of Compositional Coding Capsule Network based on PRL 2022 paper "Compositional Coding Capsule Network with K-Means Routing for Text Classification"

CapsuleLayer. PyTorch Capsule Layer

GatedSCNN. A PyTorch implementation of Gated-SCNN based on ICCV 2019 paper "Gated-SCNN: Gated Shape CNNs for Semantic Segmentation"

CARAFE. A PyTorch implementation of CARAFE based on ICCV 2019 paper “CARAFE: Content-Aware ReAssembly of FEatures”

ClipPrompt. A PyTorch implementation of ClipPrompt based on CVPR 2023 paper "CLIP for All Things Zero-Shot Sketch-Based Image Retrieval, Fine-Grained or Not"

EMANet. A PyTorch implementation of EMANet based on ICCV 2019 paper "Expectation-Maximization Attention Networks for Semantic Segmentation"

PSCapsNet. A PyTorch implementation of Parameter-sharing Capsule Network based on the paper "Evaluating Generalization Ability of Convolutional Neural Networks and Capsule Networks for Image Classification via Top-2 Classification"

DeepMask. A Keras implementation of DeepMask based on NIPS 2015 paper "Learning to Segment Object Candidates"

ACRNet. A PyTorch implementation of ACRNet based on ICME 2023 paper "Weakly-supervised Temporal Action Localization with Adaptive Clustering and Refining Network"

NPID. A PyTorch implementation of NPID based on CVPR 2018 paper "Unsupervised Feature Learning via Non-Parametric Instance Discrimination"

FastSCNN. A PyTorch implementation of Fast-SCNN based on BMVC 2019 paper "Fast-SCNN: Fast Semantic Segmentation Network"

SlowFast. A PyTorch implementation of SlowFast based on ICCV 2019 paper "SlowFast Networks for Video Recognition"

SimSiam. A PyTorch implementation of SimSiam based on CVPR 2021 paper "Exploring Simple Siamese Representation Learning"

DANet. A PyTorch implementation of DANet based on CVPR 2019 paper "Dual Attention Network for Scene Segmentation"

ProxyAnchor. A PyTorch implementation of Proxy Anchor Loss based on CVPR 2020 paper "Proxy Anchor Loss for Deep Metric Learning"

GPUView. A NVIDIA GPU monitor web tool

NormSoftmax. A PyTorch implementation of NormSoftmax based on BMVC 2019 paper "Classification is a Strong Baseline for Deep Metric Learning"

DaCo. A PyTorch implementation of DaCo based on APIN 2023 paper "DaCo: Domain-Agnostic Contrastive Learning for Visual Place Recognition"

ACNet. A PyTorch implementation of ACNet based on TCSVT 2023 paper "ACNet: Approaching-and-Centralizing Network for Zero-Shot Sketch-Based Image Retrieval"

Tutorials. This repertory contains some resources which I learn new technologies

DSTLDetection. DSTL remote sensing images detection

MCDet. PyTorch Multiple Channel MMDetection Library, support multiple channel image loading and processing.

RCDNet. A PyTorch implementation of RCDNet based on CVPR 2020 paper "A Model-driven Deep Neural Network for Single Image Rain Removal"

RSC. A PyTorch implementation of RSC based on MMM 2023 paper "Weakly-supervised Temporal Action Localization with Regional Similarity Consistency"

Indoor. 一个类似微信的android app，并且实现了多种功能扩展，需要在face++,高德地图，Bmob平台注册账号并作相关配置

MCA. A PyTorch implementation of MCA based on PRICAI 2022 paper "Weakly-supervised Temporal Action Localization with Multi-head Cross-modal Attention"

UM. A PyTorch implementation of UM based on AAAI 2021 paper "Weakly-supervised Temporal Action Localization by Uncertainty Modeling"

DREML. A PyTorch implementation of DREML based on ECCV 2018 paper "Deep Randomized Ensembles for Metric Learning"

EGFF. A PyTorch implementation of EGFF based on NPL 2022 paper "Energy-Guided Feature Fusion for Zero-Shot Sketch-Based Image Retrieval"

IDIP. A PyTorch implementation of IDIP based on ECAI 2023 paper "Instance-aware Diffusion Implicit Process for Box-based Instance Segmentation"

Near. "附近"APP，利用AR进行附近场所的导航

Templates. Some specific domains' templates, including Android App, Deep Learning and Web.

OSSCo. A PyTorch implementation of OSSCo based on TCSVT 2024 paper "Fully Unsupervised Domain-Agnostic Image Retrieval"

Living. 一个房屋推荐与观览的Android APP，具有良好的界面设计与简单的操作

CycleGAN. A PyTorch implementation of CycleGAN based on ICCV 2017 paper "Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks"

FlappyBird. FlappyBird implemented by Haskell

Olist. A Python implementation of our database project