You are using staging server - a separate instance of the ESP Component Registry that allows you to try distribution tools and processes without affecting the real registry.
This component provides [opencv-mobile](https://github.com/nihui/opencv-mobile) with source code.
idf.py add-dependency "100312dog/opencv-mobile-src^0.2.0"