Is video cropping directly scaled or recognizing cropped facial regions?

[mrhanCH]

I saw that the training guide states "Crop videos to 512 * 512 and 25 FPS".

Should I directly use the ffmpeg command you provided to scale the 1080 video to 512 pixels,

or should I recognize and crop the face area to 512 pixels?

Thank you!