Search Results for author: Simon Bilik

Found 8 papers, 3 papers with code

Raspberry Pi Bee Health Monitoring Device

no code implementations27 Apr 2023 Jakub Nevlacil, Simon Bilik, Karel Horak

A declining honeybee population could pose a threat to a food resources of the whole world one of the latest trend in beekeeping is an effort to monitor a health of the honeybees using various sensors and devices.

Structure Analysis of the FRP Rebar Using Computer Vision Techniques

1 code implementation27 Apr 2023 Juraj Lagin, Simon Bilik

In this paper we present a method to analyze the inner structure of the composite FRP rebar, namely the shift of the real center of gravity with a respect to the geometrical center of rebar and changes of cross-sectional characteristics.

Machine Learning and Computer Vision Techniques in Continuous Beehive Monitoring Applications: A survey

no code implementations29 Jul 2022 Simon Bilik, Tomas Zemcik, Lukas Kratochvila, Dominik Ricanek, Milos Richter, Sebastian Zambanini, Karel Horak

Wide use and availability of the machine learning and computer vision techniques allows development of relatively complex monitoring systems in many domains.

BIG-bench Machine Learning

SIFT and SURF based feature extraction for the anomaly detection

1 code implementation24 Mar 2022 Simon Bilik, Karel Horak

In this paper, we suggest a way, how to use SIFT and SURF algorithms to extract the image features for anomaly detection.

Anomaly Detection One-class classifier

Feature space reduction as data preprocessing for the anomaly detection

1 code implementation13 Mar 2022 Simon Bilik, Karel Horak

We show that the convolutional autoencoder architecture doesn't have a significant effect for this task and we prove the potential of our approach on the real world dataset.

Anomaly Detection

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