Padding and resizing Images in Object Detection using DIGITS

AI & Data Science Deep Learning (Training & Inference) DIGITS (Locked)
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Some of the images in our dataset are of 196 x 128 resolution, while the others are around 1920 x 1122.

What should be the optimal values of padding and resizing resolutions?

I have to do object detection using DIGITS.