Computer Vision Lab

Nikolay Falaleev

Competitions

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Articles by category: Competitions


Mathematics Algorithms OpenCV Calibration Self-Driving Classification DeepLearning Segmentation Hardware ComputerVision
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2023
20 Jun 2023

Top-1 solution of SoccerNet Camera Calibration Challenge 2023

SoccerNet Camera Calibration Challenge 2023 Task This technical write-up describes some details of the winning submission to the SoccerNet Camera...

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2018
24 Oct 2018

Semantic Segmentation of Seismic Reflection Images

This post contains a description of the 14th place solution by Argus team (Ruslan Baikulov, Nikolay Falaleev) of the TGS...

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23 Oct 2018

About Kaggle TGS Salt Identification Challenge

The goal The overall goal of the competition on Kaggle platform was to build an algorithm that automatically and accurately...

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05 Jun 2018

Discussion of the Lyft Perception Challenge

Speedup tricks The basic prediction script was profiled with yappi multithreaded python profiler, and the profiling results gave rise to...

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05 Jun 2018

Multiclass semantic segmentation with LinkNet34

Software and Hardware The model used in the submission as well as previous experiments were prepared with use of different...

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31 May 2018

About Lyft Perception Challenge

The goal The overall goal of the Challenge is to generate a binary labeled image masks for vehicles and a...

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21 Feb 2018

An approach to predicted class balancing

Postprocessing of predictions It was observed that the predicted class distribution in the Kaggle: IEEE’s Signal Processing Society - Camera...

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20 Feb 2018

Camera model identification with deep learning

About the task The goal of the competition on Kaggle platform was to build an algorithm that identifies which camera...