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MVCNN on PyTorch
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Latest commit ff476b2 Feb 28, 2019
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models first commit Dec 5, 2018
tools first commit Dec 5, 2018 Update Feb 27, 2019 first commit Dec 5, 2018 edit Dec 5, 2018

PyTorch code for MVCNN

Code is tested on Python 3.6 and PyTorch 0.4.1

First, download images and put it under modelnet40_images_new_12x:
Shaded Images (1.6GB)

Command for training:
python -name mvcnn -num_models 1000 -weight_decay 0.001 -num_views 12 -cnn_name vgg11

Project webpage
Depth Images (1.6GB)

Blender script for rendering shaded images
Blender script for rendering depth images


A Deeper Look at 3D Shape Classifiers
Jong-Chyi Su, Matheus Gadelha, Rui Wang, and Subhransu Maji
Second Workshop on 3D Reconstruction Meets Semantics, ECCV, 2018

Multi-view Convolutional Neural Networks for 3D Shape Recognition
Hang Su, Subhransu Maji, Evangelos Kalogerakis, and Erik Learned-Miller,
International Conference on Computer Vision, ICCV, 2015

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