OpenPose Detect Hands with Heatmap

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.

Model

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 git@hf.co:NatLee/openpose-keras-model ./model/

model
└── weights.h5

Usage

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

Prepare the model from #Model.

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

Just run docker command with the following:
```
docker-compose build && docker-compose up
```
The result will be generated in the folder ./tmp.

Contributor

_{Nat Lee}

Reference

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

LICENSE