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Sergey's Projects

anpr icon anpr

Russian License Plate Recognition (Automatic Number Plate Recognition)

faiss icon faiss

A library for efficient similarity search and clustering of dense vectors.

gflags icon gflags

The gflags package contains a C++ library that implements commandline flags processing. It includes built-in support for standard types such as string and the ability to define flags in the source file in which they are used. Online documentation available at:

leaprecorder icon leaprecorder

Set of tools for write/mark/play and recornize gestures from LeapMotion (Qt C++ version)

onnx icon onnx

Open standard for machine learning interoperability

pianochat icon pianochat

Web application allows users play MIDI piano together (translate only MIDI commands)

pytorch-unet icon pytorch-unet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

serelex icon serelex

A tool for semantic relation extraction. The program finds pairs of semantically related words based on the text definitions coming from the Wikipedia articles (other texts may be also used). The extraction method implemented in this system is based on three similarity measures (cosine, gloss overlap, and Karaulov's measure) between texts and two nearest-neighbor algorithms (KNN and Mutual KNN). The tool is a cross-platform console application.

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