conqueror62821 / Action-Recognition-Realtime

Real-time pose estimation and action recognition

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Real-Time-Action-Recognition

Real-time pose estimation and action recognition

Openpose weight file is collected from tf-pose-estimation, thank for ildoonet's awesome work.

Old version

Old version detects person using SSD then classify images.

The old version is in old branch

requirements

Using Anaconda is recommended.

opencv

pip install opencv-python

tensorflow1.3

pip install tensorflow-gpu==1.3.0

filterpy

pip install filterpy

usage

python run.py

results

pose estimation

tf-pose-estimation

pose1

pose2

multi-person tracking

Using sort to track person.

track1

track2

action recognition

action1

action2

reference

tf-pose-estimation

sort

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Real-time pose estimation and action recognition


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