Can I increase input size dimensions for EfficientNetV2?

[romanvelichkin]

Hey, Leondgarse!

Right now I'm trying to catch small details using EfficientNetV2. So I'm intrested - can I increase input dimensions? Like from 512x512 to 600x600?
I was trying to look over internet, but I didn't find clear answers. Tensoflow-hub says that I can change dimensions for EfficientNet, but same time for EfficientNetV2 it says that network has fixed input sizes. I'm not sure - if V2's architecture has more strict input size.

[leondgarse]

Yes, you can set new input size just by giving input_shape=(600, 600, 3). For EfficientNet / EfficientNetV2, any shape is fine that it can be dynamic as shown in efficientnet readme.

[romanvelichkin]

Thank you for clarification