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Frank's Projects

2s-agcn icon 2s-agcn

Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action Recognition in CVPR19

3dunetcnn icon 3dunetcnn

Pytorch 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation

agd icon agd

[ICML2020] "AutoGAN-Distiller: Searching to Compress Generative Adversarial Networks" by Yonggan Fu, Wuyang Chen, Haotao Wang, Haoran Li, Yingyan Lin, Zhangyang Wang

agents icon agents

TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.

alphatree-graphic-deep-neural-network icon alphatree-graphic-deep-neural-network

AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN），图神经网络（GNN），NLP，大数据相关的发展路书(roadmap), 并附海量源码（python，pytorch）带大家消化基本知识点，突破面试，完成从新手到合格工程师的跨越，其中深度学习相关论文附有tensorflow caffe官方源码，应用部分含推荐算法和知识图谱

appnp icon appnp

A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).

as-gcn icon as-gcn

The model architecture of AS-GCN (for human action recognition)

async icon async

Async utilities for node and the browser

awesome-gcn icon awesome-gcn

resources for graph convolutional networks （图卷积神经网络相关资源）

capsgnn icon capsgnn

A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).

card icon card

本项目是App内嵌的H5项目，主要是用来给新手打卡，从而引流

classroom-attendance-using-face-recognition icon classroom-attendance-using-face-recognition

System that can detect students entering the classroom and mark them present on a server. It uses a kinect camera as a video input source and first detects face from video frames. After detecting face, then the detected faces are compared against pre-loaded database to recognize each students and marks the detected and recognized students present in the mysql server.

clustergcn icon clustergcn

A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).

compgcn icon compgcn

ICLR 2020: Composition-Based Multi-Relational Graph Convolutional Networks

cs-notes icon cs-notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计、Java、Python、C++

curve-gcn icon curve-gcn

Official PyTorch code for Curve-GCN (CVPR 2019)

deep_gcns icon deep_gcns

Tensorflow Repo for "DeepGCNs: Can GCNs Go as Deep as CNNs?" ICCV2019 Oral https://www.deepgcns.org

deep_gcns_torch icon deep_gcns_torch

Pytorch Repo for "DeepGCNs: Can GCNs Go as Deep as CNNs?" ICCV2019 Oral https://www.deepgcns.org

densenet icon densenet

Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).

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