OpenCV tutorials If you want run codes with GPU resources, you have to build OpenCV yourself You can get help from this awesome site Environment Ubuntu 18.04 python 3.6 (conda env) OpenCV 4.2.0 List Convert videos to frames Face Detection Cropping (extract face) Alignment Bounding Box