Computer Vision Lab

Nikolay Falaleev

Interesting Articles


A Robotics, Computer Vision and Machine Learning lab by Nikolay Falaleev. The main focus of the blog is application of Deep Learning for Computer Vision tasks, as well as other relevant topics: classical Computer Vision, Numerical Methods and Hardware.

Here you can find interesting articles, How-Tos and many other useful materials, which are not related to a particular project.


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27 Oct 2023

Deep Learning in Sports and Autonomous Vehicles

Application of Deep Learning in Sports and similarities with the Self-Drivind field.

12 mins read
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20 Jun 2023

Top-1 solution of SoccerNet Camera Calibration Challenge 2023

An approach to generate camera calibration values from football broadcast videos.

10 mins read
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30 Nov 2022

Four generations of Nvidia GPUs compared

Benchmark results of GTX 1080 TI, RTX 2080Ti, 3090 and 4090 on DL tasks.

5 mins read
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29 Jun 2020

Multi-task learning loss balancing

Balancing temporal and spatial losses for simultenious training of multi-task neural networks for video processing and some data tips.

7 mins read
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06 Nov 2018

Benchmarking RTX 2080 Ti vs Pascal GPUs vs Tesla V100 with DL tasks

Comparation of Nvidia RTX 2080 Ti with GTX 1080 Ti and 1070.

3 mins read
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20 Oct 2017

How to run TensorFlow with CUDA 9 and cuDNN 7 in openSUSE on Ryzen

A set of instruction to run a modern version of the deep learning framework TensorFlow on AMD Ryzen.

5 mins read