How model will be effected after change input size for Resnet?

1

Hi! I have been thinking to use resnet architecture for classifying. But my input images are 368x736, If I use resnet for classification, Will model be effected ? Will be feature vanishing? because the images will be resized? What should I do?

2

Hi! I think you will only know the true answer trying it. But I think it will be effective, because 368x736 isn’t very small. You can check it out this: https://pytorch.org/hub/pytorch_vision_resnet/. Looking at the description available it will probaly work.