Vitaliy Kinakh's repositories
ssl-watermarking-attacks
Official implementation of the paper "Evaluation of Security of ML-based Watermarking: Copy and Removal Attacks", accepted to 16th IEEE INTERNATIONAL WORKSHOP ON INFORMATION FORENSICS AND SECURITY (WIFS) 2024
torchmetrics
Torchmetrics - Machine learning metrics for distributed, scalable PyTorch applications.
Hubble-meets-Webb
Implementation of the paper "Hubble Meets Webb: Image-to-Image Translation in Astronomy", published in MDPI Sensors
gpu-benchmark
Tool for benchmarking GPU models for variety of tasks using pytorch and accelerate libraries
stylegan-metrics
Evaluation toolkit for image generators using StyleGAN3 recommended metrics, including FID, KID, IS, Precision, and Recall
galaxy-zoo-generation-diffusion
Research on Galaxy Zoo generation using denoising diffusion
stable-diffusion-imagenet
Images with Imagenet classes generated using Stable Diffusion v1.4
galaxy-zoo-generation
The study on Galaxy Zoo generation
easy-recipe-telegram-bot-deploy
Deploy telegram bot to Heroku
galaxy-generator
galaxy generator for euclid
InfoSCC-GAN
The official implementation of "Information-theoretic stochastic contrastive conditional GAN: InfoSCC-GAN" accepted at NeurIPS 2021 Workshop Bayesian Deep Learning
vkinakh.github.io
Vitaliy Kinakh's resume
scatsimclr
Official implementation of paper "ScatSimCLR: self-supervised contrastive learning with pretext task regularization for small-scale datasets", accepted at ICCV 2021 2nd Visual Inductive Priors for Data-Efficient Deep Learning Workshop
conda
Specifying a conda environment with `environment.yml`
requirements
Simple requirements.txt based example
average-face
Algorithm for calculating average face from multiple images
dogs-vs-cats
Dogs and cats classification using CNN
speed-space-delivery
Web-site created within Web-programming course at University by "Serious Guys" team
algorithm-analysis
My submissions for Algorithm analysis course at the university
satellite-image-classification
Satellite image classification using CNNs
simple-ai-telegram-bot
Simple Telegram bot with AI using Dialogflow cloud service