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Created over 7 years ago
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This repertory contains some resources which I learn new technologies

SRGAN

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

Python

981

SimCLR

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

Python

481

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"

Python

472

CapsNet

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

SlamBook

SEGAN

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

Python

117

CGD

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

Python

102

ImageDeblurring

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

Python

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"

Python

DGCNN

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

Python

CarLaneDetection

车道线检测

Python

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"

Python

DrawingBoard

仿画图板——Android

Java

GradCAM

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

Python

Restormer

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

Python

CapsuleLayer

PyTorch Capsule Layer

Python

MoCo

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

Python

GatedSCNN

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

Python

EMANet

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

Python

DeepMask

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

Python

FastSCNN

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

Python

NPID

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

Python

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"

Python

ACRNet

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

Python

CARAFE

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

Cuda

DANet

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

Python

SimSiam

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

Python

ProxyAnchor

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

Python

NormSoftmax

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

Python

SlowFast

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

Python

DSTLDetection

DSTL remote sensing images detection

Python

MCDet

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

Python

DaCo

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

Python

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

Java

MCA

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

Python

GPUView

A NVIDIA GPU monitor web tool

Python

DREML

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

Python

ACNet

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

Python

RCDNet

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

Python

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"

Python

IDIP

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

Python

Templates

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

CSS

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

Python

Near

"附近"APP，利用AR进行附近场所的导航

Java

EGFF

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

Python

CycleGAN

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

Python

Olist

A Python implementation of our database project

HTML

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

Java

RSC

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

Python

FlappyBird

FlappyBird implemented by Haskell

Haskell

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