Source from 요룰레히 9_21- HEYYEYAAEYAAAEYAEYAA (What's Up)

This is a simply application for using OpenPose model for detecting hands and showing the heatmap.

You can get the pre-trained model from Hugging Face.

Download it into ./model.

https://huggingface.co/NatLee/openpose-keras-model

git clone --depth=1 [email protected]:NatLee/openpose-keras-model ./model/

model
└── weights.h5

Tested on x86/64 CPU, Intel 12th-i5 with 16 GB RAM.

1. Prepare the model from #Model.

2. Prepare your video in ./data named test.mp4. The directory will like below:

   .
   ├── data
   │   ├── README.md
   │   └── test.mp4 <--- Your video
   ├── doc
   │   ├── heatmap-motion.gif
   │   ├── heatmap.png
   │   └── original-frame.png
   ├── docker-compose.yml
   ├── Dockerfile
   ├── LICENSE
   ├── model
   │   └── weights.h5 <--- The model
   ├── README.md
   ├── requirements.txt
   └── src
       ├── convert-png-to-gif.py
       ├── docker-entrypoint.sh
       ├── main.py
       ├── openpose
       │   ├── __init__.py
       │   ├── model.py
       │   ├── OpenposeModel.py
       │   ├── prediction.py
       │   └── util.py
       └── utils
           ├── draw_heat.py
           ├── FPS.py
           ├── heatmapper
           │   ├── assets
           │   │   ├── 450pxdot.png
           │   │   ├── default.png
           │   │   └── reveal.png
           │   ├── heatmapper.py
           │   └── __init__.py
           ├── __init__.py
           └── ROIs.py
   
   8 directories, 28 files
   

3. Just run docker command with the following:

   docker-compose build && docker-compose up

   The result will be generated in the folder ./tmp.

Nat Lee

• Heatmap package is from HeatMappy.
• The version of keras with Open Pose model is from Open-Pose-Keras.

AFLv3