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shunsukesaito / PIFu

This repository contains the code for the paper "PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization"
https://shunsukesaito.github.io/PIFu/
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Surface Classifier (y) #53

Closed alitokur closed 4 years ago

alitokur commented 4 years ago

Dear Sir; in single view PIFu if batch size is 1 the following are the tensor dimensions: calib_tensor: 1, 4, 4 image_tensor: 1, 3, 512, 512 label_tensor: 1, 1, 5000 sample_tensor : 1, 3, 5000

And we send feature tensor the Surface Classifier. its size 1, 257, 5000 and SC returns y (1,1,5000)

but if we set number_views to 2 calib_tensor: 2, 4, 4 image_tensor: 2, 3, 512, 512 label_tensor: 1, 1, 5000 sample_tensor : 2, 3, 5000

i guess everything is ok so far but new feature tensor : 2,257,5000 and SC returns 1,1,5000 again. Is this our problem in the Surface Classifier right?

shunsukesaito commented 4 years ago

Please read the code carefully. This is intended as multiview aggregation happens inside Surface Classifier.