Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!
The best way to deal with different sized images is to downscale them to match dimensions from the smallest image available.
References¶
CNN - Image Resizing VS Padding (keeping aspect ratio or not?)
Boost your CNN image classifier performance with progressive resizing in Keras