Hai Victor Habi's repositories
GeneticNAS
The genetic neural architecture search (GeneticNAS) is a neural architecture search method that is based on genetic algorithm which utilized weight sharing across all candidate network.
MD-GAN
This repository contains PyTorch implementation of MD-GAN, along with training iPython notebook and trained models. Currently, this repository contains the training of data generated from a Gaussian mixture model (GMM). Two trained models included in this repository: the first one trained on data of a grid of 5 x 5 mixture of Gaussian and the second model trained on data of two mixture of Gaussian which are centered at -5 and 5.
PyNNcml
Library for rain estimation and detection built with PyTorch. This library provides an implementation of algorithms for extracting rain-rate using data from commercial microwave links (CMLs). Addinaly this project provide an example dataset with data from two CMLs and implementation of performance and robustness metrics
GenerativeCRB
This repository contains a python package that computes the Generative Cram'er-Rao Bound given a Conditional Normalizing Flow. In addition, this repository contains a set of four examples of various types of signal processing examples.
NormFlowPy
A python package that implements a various types of normalizing flows.
RainMapGenerator
RainGAN, a generative model that enables a generation of a realistic, complex rain field that is conditioned on user parameters such as max peak, number of peaks, etc.
age-estimation-pytorch
PyTorch-based CNN implementation for estimating age from face images
aimet
AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.
Delta_Age_AdaIN
DAA: A Delta Age AdaIN operation for age estimation via binary code transformer (CVPR2023)
model_optimization
The Model Compression Toolkit is an open-source project for neural network model optimization under efficient hardware constrained and provide advanced quantization and compression techniques.
noise_flow
Noise Flow: Noise Modeling with Conditional Normalizing Flows
github-template-guidelines
Guidelines for building GitHub templates.
INTERSPEECH-2023-Papers
INTERSPEECH 2023 Papers: A complete collection of influential and exciting research papers from the INTERSPEECH 2023 conference. Explore the latest advances in speech and language processing. Code included. Star the repository to support the advancement of speech technology!
OPENSENSE_sandbox
Collection of runable examples with software packages for processing opportunistic rainfall sensors
PlotNeuralNet
Latex code for making neural networks diagrams
pydoatools
A simple library for theoretical research on direction-of-arrival (DOA) estimation in array signal processing.
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
training_school_opensene_2023
This repostory contains material for the OPENSENSE training school 2023 in Tel Aviv