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3dincaction

This is the repository for the 3DinAction paper.

3dmfv-net

Point cloud classification in Real-time using 3DmFV representation and CNNs

3dmfv-net-matlab

A MATLAB implementation of 3DmFV-Net

3dmfv-tutorial

This repository contains the python files from the blog post of 3DmFV tutorial

aoc-xchange

Read/write from/to CAD files

deepfit

Code for the paper "DeepFit: 3D Surface Fitting via Neural Network Weighted Least Squares"

digs

Code for "DiGS: Divergence guided shape implicit neural representation for unoriented point clouds" (CVPR2022)

efficientnet-pytorch

A PyTorch implementation of EfficientNet

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fps_speedtest

this repository provides multiple Farthest Point Sampling (FPS) implementations and measures time performance.

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

gmm_tutorial

This code completes a tutorial about gaussian mixture models (gmm) in python using scikit-learn

gravos.github.io

This is the repository that contains source code for the GraVoS project page.

hcn-pytorch

A pytorch reproduction of { Co-occurrence Feature Learning from Skeleton Data for Action Recognition and Detection with Hierarchical Aggregation }.

ikeaego3d.github.io

Project page for the IKEA Ego 3D dataset, published in WACV 2024.

models

Models built with TensorFlow

nesti-net

Normal estimation for unstructured 3D point clouds using convolutional neural networks and a Mixture of Experts scale predictor.

netvlad

netVLAD implementation in TensorFlow

pointnet

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

pylibfreenect2

A python interface for libfreenect2 for python 2.7 and 3.x.

scannet

stablediffusion

High-Resolution Image Synthesis with Latent Diffusion Models

tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-tutorials

TensorFlow Tutorial Solution scripts

tensorflow_histogram

performs a fast, row wise histogram on a 2D tensor or 3D tensor (batches of 2D tensors)

tf-tutorial

Short tutorial for TensorFlow, designed to be presented in-person