Example YAML Files - Crop & Resize Parameters

[IsidoraR]

Hello,

In the example YAML files (https://github.com/TexasInstruments/edgeai-benchmark/tree/master/examples/configs/yaml), it says the value for the crop size parameter is "used to crop the resized input". This implies that the input image is first resized and then cropped. Is there a parameter that can be set so that the input image is first cropped and then resized?

Also, is the crop size value always used to crop around the center of the image? Is there a way to set the x and y coordinates for an off-center region of the image that should be cropped?

[mathmanu]

Hi, Currently there is no way to do what you are looking for - to do crop first and then resize, to do an arbitrary crop. But hopefully it is not too difficult to modify the source code to add features that you are looking for.

[IsidoraR]

Hi, If I want to only resize (not crop) the images, should I just remove the crop parameter from the YAML file? If I do not want to resize or crop the images, should I just remove both the resize & crop parameters from the YAML file?

[mathmanu]

The best way is to modify the code to achieve what you with to have. For example if you set crop to None, skip the cropping. I don't think we do that check today - but can be easily added if you modify the code I think. Let me know if you face any difficultly.