raymon-tian

hourglass-facekeypoints-detection

face keypoints deteciton based on stackedhourglass

WFPFirewall

基于WFP(Windows Filter Platform)的个人防火墙系统

keras_Realtime_Multi-Person_Pose_Estimation

the keras implement of the Realtime Multi-Person Pose Estimation

Introduction-to-Linear-Algebra-5th-Edition---EE16A

notebook

个人学习笔记，记录包括但不限于项目源码、论文、书记的阅读情况

sniffer_socket

基于linux中socket系统调用实现的sniffer

awesome-computer-vision

A curated list of awesome computer vision resources

caffe-tensorflow

Caffe models in TensorFlow

CenterNet

Object detection, 3D detection, and pose estimation using center point detection:

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

CVPR2016_HandPoseEstimation

Robust 3D Hand Pose Estimation in Single Depth Images: from Single-View CNN to Multi-View CNNs

deep-residual-networks

Deep Residual Learning for Image Recognition

deeplearningbook-chinese

Deep Learning Book Chinese Translation

demo

Efficient-PyTorch

My best practice of training large dataset using PyTorch.

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

haq

[CVPR 2019, Oral] HAQ: Hardware-Aware Automated Quantization with Mixed Precision

mediapipe

MediaPipe is the simplest way for researchers and developers to build world-class ML solutions and applications for mobile, edge, cloud and the web.

Object-Detection-Metrics

Most popular metrics used to evaluate object detection algorithms.

onnx

Open standard for machine learning interoperability

pose-hg-train

Training and experimentation code used for "Stacked Hourglass Networks for Human Pose Estimation"

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

raymon-tian.github.io

My Blog

Realtime_Multi-Person_Pose_Estimation

Code repo for realtime multi-person pose estimation, without using any person detector.

ShuffleNet-Series

tensorflow

Computation using data flow graphs for scalable machine learning

tianchiAIMedical2017

tvm

Open deep learning compiler stack for cpu, gpu and specialized accelerators

vimrc

Raymon's custom vim config

Windows-driver-samples

This repo contains driver samples prepared for use with Microsoft Visual Studio and the Windows Driver Kit (WDK). It contains both Universal Windows Driver and desktop-only driver samples.