Group-View Convolutional Neural Networks for 3D Shape Recognition

3D image classification using CNN (Convolutional Neural Network)

A multi-view convolutional neural networks (MVCNN) to detect threats in airport body scan images

Automated planktonic foraminifera classifier

Automated Morphometrics: image segmentation, 2D and 3D shape extraction, classification, and analysis

Multi-slice CNN designed to classify heterogeneous medical images, in particular with large and variable slice thicknesses. The network can take any number of slices as input, thanks to a flexible …

A framework for data augmentation for 2D and 3D image classification and segmentation

3D model classification

Tensorflow Implementation of a 4-Channel Multi-Class Image Classification Model Using Tensorflow Estimators.

"Neural 3D Mesh Renderer" (CVPR 2018) by H. Kato, Y. Ushiku, and T. Harada.

code to train a neural network to align pairs of shapes without needing ground truth warps for supervision

Implementation of the paper "Viewpoint Estimation for Workpieces with Deep Transfer Learning from Cold to Hot"

Slice a 3D scene into a series of images

Upright orientation of 3D shapes with convolutional networks

O-CNN: Octree-based Convolutional Neural Networks for 3D Shape Analysis

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

OctNet: Learning Deep 3D Representations at High Resolutions

The repo of Feedback Networks, Zamir et al.

Code for Unsupervised 3D Shape Induction from 2D Views of Multiple Objects (3DV 2017)

A resource repository for 3D machine learning

Experimenting with a newly published deep learning paper and how it can be used for content-based 3D model retrieval. (info retrieval for CAD)

Field Probing Neural Networks for 3D Data

This is implementation of AlexNet(2012) with 3D Convolution on TensorFlow (AlexNet 3D).

Image processing using tensorflow

ORION: Orientation-boosted Voxel Nets for 3D Object Recognition

3D Generative Adversarial Network

Multi-View Convolutional Neural Networks for 3D Shape Recognition