Igor Krashenyi's repositories
blood-vessel-segmentation-public
4th Place solution for SenNet + HOA - Hacking the Human Vasculature in 3D competition
cvnn
Complex-valued neural networks in PyTorch
fastdup
FastDup is a tool for gaining insights from a large image collection. It can find anomalies, duplicate and near duplicate images, clusters of similaritity, learn the normal behavior and temporal interactions between images. It can be used for smart subsampling of a higher quality dataset, outlier removal, novelty detection of new information to be
google-images-download
Python Script to download hundreds of images from 'Google Images'. It is a ready-to-run code!
kaggle-script-template
Kaggle script build system template
kaggle_carvana_segmentation
Code for a 1st place model in Carvana Image Masking Challenge
lightly
A python library for self-supervised learning on images.
lightning-hydra-template
PyTorch Lightning + Hydra. A very general, feature-rich template for rapid and scalable ML experimentation with best practices. ⚡🔥⚡
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
MONAI
AI Toolkit for Healthcare Imaging
pigeonXT
🐦 Quickly annotate data from the comfort of your Jupyter notebook
pytorch-metric-learning
The easiest way to use metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
segmentation-networks-benchmark
Evaluation framework for testing segmentation networks in Keras
sp-society-camera-model-identification
IEEE's Signal Processing Society - Camera Model Identification Kaggle Competition
stickytape
Convert Python packages into a single script
ttach
Image Test Time Augmentation with PyTorch!