Sergei (seovchinnikov)

seovchinnikov

Geek Repo

Location:London

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Sergei's repositories

clubhouse-web

Unofficial Clubhouse web app client. For personal use only. It's a personal open-source project and not affiliated with any company.

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docker_tar_layer_diff

Tool to create and import diff of docker images (to transfer only new layers)

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pytorch-CycleGAN-and-pix2pix

Image-to-Image Translation in PyTorch

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cosine_softmax_keras

Quick implementation of Deep Cosine Metric Learning for Person Re-Identification in Keras

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tensorrt-inference-server

The TensorRT Inference Server provides a cloud inferencing solution optimized for NVIDIA GPUs.

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mgm_opencv

This is MGM (More Global Matching, stereovision algo) code adapted to the OpenCV that was originally written by Gabriele Facciolo, Carlo de Franchis, and Enric Meinhardt and extended (e.g. convolutional neural networks' method was integrated and some other methods as well) here for some new methods by Sergei Ovchinnikov.

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algo_problems

Some fundamental problems' python solutions

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audio_classification_architectures

Audio classification architectures implemented in Keras, TF 1.X (live vs studio classification as an example)

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bgslibrary

A background subtraction library

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cup_opengl

Simpe cup model in openGL & python

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darkflow

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices + added support for tracking using deep sort (this is a sub-module for the tracker)

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detection_based_tracking

Tracker with assumption that tracks are originated from detections. When tracker results diverge from detections new tracker is created but if it ties up with it later it will be merged

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funny_stat

Funny statistics problems

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grpc

The C based gRPC (C++, Python, Ruby, Objective-C, PHP, C#)

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ICNet-tensorflow

An implementation of ICNet (Real-time image segmentation) in tensorflow, containing train/test phase, see tutorial at:

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Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

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nba_l

Some nba's live streaming helper

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NeMo

Neural Modules: a toolkit for conversational AI

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opencv

Open Source Computer Vision Library

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opencv_contrib

Repository for OpenCV's extra modules

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ruby2json

Ruby's lexer and parser, ast builder originally written by Miquel Sabate( https://cgit.kde.org/kdev-ruby.git/) and extended here for some new functionality (e.g. json visitor and something more).

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seovchinnikov.github.io

Some fun web scripts based on 'Person of interest' series

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tf-object-detection

Simpler app for tensorflow object detection API

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Tracking-with-darkflow

Real-time people Multitracker using YOLO v2 and deep_sort with tensorflow

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