trendingtechnology / atrouspose

real time multi-person pose estimation based on atrous convolution

AtrousPose

real time multi-person pose estimation based on atrous convolution

Network Structures

Spatial pyramid network for prediction

Properties of atrouspose network

Arch	Input Size	Output Size	FLOPS	Num.param.	FPS(C++)
AtrousPose-512	384×384	48×48	50G	26M	42
AtrousPose-128	384×384	48×48	20G	13M	67

Test Results

Evaluation

Demo

• (Python demo)run > demo.py results will be store in /images
• (C++ version)

Training

• download mpii dataset
  • MPII
• download mask for mpii
  • MASK
• download json for mpii
  • JSON
• train
  • run > train.py

Loss curve

This repository was based on:

• ZheCao
• Tensorboy
• last-one
• michalfaber
• fregu856