Ref

• Age Estimation: https://github.com/yu4u/age-estimation-pytorch
• Face Anti-Spoofing: https://github.com/minivision-ai/Silent-Face-Anti-Spoofing

Installation

1. Install CMake, and python -m pip install cmake boost

2. Custom deps

   git clone https://github.com/hx-w/NaughtyFace
   
   cd NaughtyFace/
   
   python -m pip install -r requirements.txt # python <= 3.9

3. Download model(age estimation) parameters from release, put pth file in age_estimator/misc

Usage

python video_offline_detect.py -i <video_path> -s <sample_rate>

params

• --inputs / -i: local video path, only mp4 supported (for now).
• --sample_rate / -s: video frames sample rate $\in [0.0, 1.0]$