Original title: Control Of Laboratory Processes Using Modern Methods Of Image Processin
Authors: Kiac, Martin
Document type: Papers
Language: eng
Publisher: Vysoké učení technické v Brně, Fakulta elektrotechniky a komunikačních technologií
Abstract: The thesis deals with the image processing and detection of specific objects in the image. The main objective of this work is to implement a algoritm for the control of pipetting processes based on images from the camera. In this thesis is used for image processing an open source computer vision library OpenCV and for pipette detection is used convolutional neural network. The proposed solution is still in development process. The following article describes the issue and the results of the thesis solution.
Keywords: application; cnn; convolutional neural network; dnn; image processing; laboratory processes; microplate; object detection; OpenCV; pipette; wells
Host item entry: Proceedings I of the 26st Conference STUDENT EEICT 2020: General papers, ISBN 978-80-214-5867-3

Institution: Brno University of Technology (web)
Document availability information: Fulltext is available in the Brno University of Technology Digital Library.
Original record: http://hdl.handle.net/11012/200590

Permalink: http://www.nusl.cz/ntk/nusl-447642


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Universities and colleges > Public universities > Brno University of Technology
Conference materials > Papers