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

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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

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

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