nikitakaraevv

pointnet

PyTorch implementation of "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.00593

image-registration

Use OpenCV 2D Features framework to transform images of one scene into the same coordinate system and make a panorama.

ray-tracing-engine

A simple ray-tracing engine with global illumination, microfacet reflections, area lights and photon mapping 💫

canny-edge-detector

An edge detection operator that uses a multi-stage algorithm to detect a wide range of edges in images

finding-connected-components

Implementation and comparison of DBSCAN Clustering Algorithm and Tarjan's Strongly Connected Components Algorithm for graph partitioning.

nikitakaraevv.github.io

3D-spaceship-modeler

Web-platform for expressive modeling of spaceships in 3D 🚀

deepfake-detection

detectron2

Detectron2 is FAIR's next-generation platform for object detection, segmentation and other visual recognition tasks.

fairness

fashion-compatibility

Learning Type-Aware Embeddings for Fashion Compatibility

image-segmentation-graph-cut

Implementation of the graph cut algorithm for image segmentation in C++ and OpenCV using MAXFLOW package.

pips2

PIPs++

pytorch3d

PyTorch3D is FAIR's library of reusable components for deep learning with 3D data

pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

reinforcement-learning-algorithms

visual-compatibility

Context-Aware Visual Compatibility Prediction (https://arxiv.org/abs/1902.03646)