HalfedgeCNN

CG assignment. I don’t know why such a CV-related paper would appear in my CG assignment choice list.

Getting Started

Prerequisites

As is shown in requirements.txt.

Usage

Binary Classification for Pyramids and Cylinders

2000 data points per class, 1800 for training and 200 for validation

python -m packages.test.train.pyramids_and_cylinders_by_cnn

and

python -m packages.test.train.pyramids_and_cylinders_by_resnet

Simple Edge-based Model Test

To mark side edges of a pyramid.

python -m packages.test.train.cnn_edge_model

Simple Vertex-based Model Test

To mark the apex of a pyramid.

python -m packages.test.train.cnn_vertex_model

Simple Mesh-based Model Test

4 cones and 4 cubes

python -m packages.test.train.cones_and_cubes_by_cnn

Simple Mesh-based Resnet-like Model Test

python -m packages.test.train.resnet_mesh_model