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Feature 1057 - Add test and train transforms for image API in the backend

Open Keon-San opened this issue 1 year ago • 2 comments

Adds Test & Train transforms for image API in the backend

Github Issue Number Here: #1057 This allows users to have custom transforms for image training

Testing Methodology Used postman to send transforms and verify their outcomes, in order ot

Any other considerations There's stuff to be verified and decided on - I'm not sure if the way that the endpoint handles transforms with multiple arguments is correct, and I'm not sure how to exactly verify the transforms.

Keon-San avatar Mar 08 '24 00:03 Keon-San

For the question regarding crop transform affecting layer sizes, I'm not completely sure but i think you can use pooling layers like AdaptiveAvgPool2d or global pooling layers as they could be helpful since they can handle variable input sizes. Definitely worth exploring those options in the frontend/ model architecture phase.

codingwithsurya avatar Mar 09 '24 20:03 codingwithsurya