This is the basic promise of deep learning: resnet, unet, transformers etc… you replace feature engineering with deep learning models… otherwise feature enginee

This is the basic promise of deep learning: resnet, unet, transformers etc… you replace feature engineering with deep learning models… otherwise feature engineering comes from domain expertise/ human experience. or trial and error from known features that work elsewhere.