Skip to content

A lightweight Part Affinity Field-Mobilenetv2 model (Training and inference program)

License

Notifications You must be signed in to change notification settings

JohnnyHopp/Pose-Estimation-Part-Affinity-Field-Mobilenetv2-

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

8 Commits
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Part-Affinity-Field-Mobilenetv2

A lightweight Part Affinity Field-Mobilenetv2 model (Training and inference program)

This program is created and modified with reference to https://github.com/NiteshBharadwaj/part-affinity.

The main novelty of this progrom is compression of Part Affinity Field(PAF) model with the fundamental structure Mobilenetv2, which reduces the original parammeter size from 232MB to only 6MB without significant detection performance downgrade. Some testing resutls are shown below.

000000000785 000000006954 000000008211

About

A lightweight Part Affinity Field-Mobilenetv2 model (Training and inference program)

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages