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Nikita Karaev's Projects

canny-edge-detector icon canny-edge-detector

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

detectron2 icon detectron2

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

finding-connected-components icon finding-connected-components

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

image-registration icon image-registration

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

pointnet icon pointnet

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

pytorch3d icon pytorch3d

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

ray-tracing-engine icon ray-tracing-engine

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

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