inference for classification and confusion matrix

[shayannikoohemat]

Thank you Thomas for your nice work.
I tried the classification code on my data with few classes (eight classes) by converting my data to ModelNet40 structure. The train and test works fine. But if I want to do the inference for one object it is not easy because the dataloader and pre-processing for train and test are done together. Given one or some unknown points of objects, how can I run an inference and get the confidence?

My other question is about the confusion matrix. Is there a report per class or a confusion matrix report?

Thanks.