深度学习-gvcnn-tf-PROSAGA-码农传奇

项目作者： ace19-dev

项目描述：
Group-View Convolutional Neural Networks for 3D Shape Recognition

高级语言： Python

项目主页：

项目地址: git://github.com/ace19-dev/gvcnn-tf.git

创建时间： 2018-11-26T09:46:50Z
项目社区：https://github.com/ace19-dev/gvcnn-tf
开源协议：Apache License 2.0
下载

GVCNN (Group-View Convolutional Neural Networks for 3D Shape Recognition)

Data

Download modelnet10-Class Orientation-aligned Subset
- make .png images in order below
  - data_utils/make_views_dir.py
  - data_utils/off2obj.py (after ‘sudo apt install openctm-tools’)
  - data_utils/obj2png.py
- Or You can create 2D dataset from 3D objects (.obj, .stl, and .off), using BlenderPhong.
Or Downsized modelnet40(from https://drive.google.com/file/d/0B4v2jR3WsindMUE3N2xiLVpyLW8/view) to modelnet12/6-view.

Quick Start

make group-view image tfrecord file
- dataset_tools/create_modelnet_tf_record.py
train.py

TODO

balanced sampler

References from

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