Yizhak Ben-Shabat (Itzik)'s Projects
This is the repository for the 3DinAction paper.
Point cloud classification in Real-time using 3DmFV representation and CNNs
A MATLAB implementation of 3DmFV-Net
This repository contains the python files from the blog post of 3DmFV tutorial
Read/write from/to CAD files
Code for the paper "DeepFit: 3D Surface Fitting via Neural Network Weighted Least Squares"
Code for "DiGS: Divergence guided shape implicit neural representation for unoriented point clouds" (CVPR2022)
A PyTorch implementation of EfficientNet
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
this repository provides multiple Farthest Point Sampling (FPS) implementations and measures time performance.
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
This code completes a tutorial about gaussian mixture models (gmm) in python using scikit-learn
This is the repository that contains source code for the GraVoS project page.
A pytorch reproduction of { Co-occurrence Feature Learning from Skeleton Data for Action Recognition and Detection with Hierarchical Aggregation }.
Project page for the IKEA Ego 3D dataset, published in WACV 2024.
Models built with TensorFlow
Normal estimation for unstructured 3D point clouds using convolutional neural networks and a Mixture of Experts scale predictor.
netVLAD implementation in TensorFlow
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
A python interface for libfreenect2 for python 2.7 and 3.x.
High-Resolution Image Synthesis with Latent Diffusion Models
Computation using data flow graphs for scalable machine learning
TensorFlow Tutorial Solution scripts
performs a fast, row wise histogram on a 2D tensor or 3D tensor (batches of 2D tensors)
Short tutorial for TensorFlow, designed to be presented in-person