roeiherz

MobileUNET

U-NET Semantic Segmentation model for Mobile

AG2Video

Code for "Compositional Video Synthesis with Action Graphs", Bar & Herzig et al., ICML 2021

CanonicalSg2Im

Code for "Learning Canonical Representations for Scene Graph to Image Generation", Herzig & Bar et al., ECCV2020

ORViT

Object-Region Video Transformers

STAG-Nets

Spatio-Temporal Action Graph Networks

RelationMaskRCNN

Implementation of Relation Mask R-CNN with Graph Permutation Invariant Networks

NLP

TAU (Tel-Aviv University) NLP assignments

Advanced_ML

Advanced Machine Learning TAU

CATER

CATER: A diagnostic dataset for Compositional Actions and TEmporal Reasoning

clevr-dataset-gen

A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning

CodingInterviews

Coding Interviews from "Cracking the Coding Interview" book

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

how_attentive_are_gats

Code for the paper "How Attentive are Graph Attention Networks?"

keras-frcnn

ML_Programming-Assignment

Programming Assignment

openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

pyGAT

Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)

pytorch-fid

A Port of Fréchet Inception Distance (FID score) to PyTorch

Recipes

Lasagne recipes: examples, IPython notebooks, ...

roeiherz.github.io

Personal Home Page

scene_generation

A PyTorch implementation of the paper: Specifying Object Attributes and Relations in Interactive Scene Generation

SceneGrapher

SceneGrapher

sg2im

Code for "Image Generation from Scene Graphs", Johnson et al, CVPR 2018

SimGNN

A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).

SlowFast

PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.

TTUR

Two time-scale update rule for training GANs