Inference using pretrained models

[FraPochetti]

Hi,
first of all, thanks a lot for sharing your work. Really impressive!
I have 2 questions please:

1. I am not sure if I get the purpose/capabilities of this approach correctly but, is the model able to handle one single input image at inference time? e.g. during training it seems that both query and support images/masks are needed. For inference, what we want though, is to be able to submit a single (or batch) picture of a person and have the mask as output (image IN -> mask OUT). Is this supported?
2. If yes, do you have a code snippet providing preprocessing+inference+postprocessing?

Thanks and have a great day

[Charleshhy]

Hi,

Thanks for your attention for our project :D

Our project is on one-shot human parsing, the aim is to parse human as indicated by the support and support mask. Since the fine-grained classes might be different between training and inference, both query, support and support mask are required in both training and inference.

Kind regards,
Haoyu

[FraPochetti]

Got it thanks!