Big Data Analytics Tool
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26230%2F22%3APR37605" target="_blank" >RIV/00216305:26230/22:PR37605 - isvavai.cz</a>
Result on the web
<a href="https://www.fit.vut.cz/research/product/774/" target="_blank" >https://www.fit.vut.cz/research/product/774/</a>
DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Big Data Analytics Tool
Original language description
Big Data analytics tool is system for object detection, classification, and segmentation utilising custom raw data as well as annotated external datasets. By utilising a deep segmentation network trained on the Semantic Drone Dataset, the tool enables the processing of Big Data in the form of raw video from drones and associated metadata. For any given scene, the information is aggregated, fed into the training pipeline, and leads to the creation of a segmentation model. By providing per-pixel class information, the outputs can be aggregated to an image-wide or scene-wide categorization, enabling further information extrapolation from the data. The tool consists of object detection, extraction of objects from video/images, storage of the images and processing of a data base of the objects, (semi) automatic annotation of the object data base, and analytics/machine learning subtools for processing of the data base (AdaBoost/WaldBoost and/or Random Forests and/or CNN based tools, etc.).
Czech name
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Czech description
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Classification
Type
R - Software
CEP classification
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OECD FORD branch
20206 - Computer hardware and architecture
Result continuities
Project
<a href="/en/project/8A19003" target="_blank" >8A19003: Framework of key enabling technologies for safe and autonomous drones' applications</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2022
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Internal product ID
C4D Big Data Analytics Tool
Technical parameters
Pro informace o technických parametrech prosím kontaktujte: Výzkumné centrum informačních technologií, Fakulta informačních technologií VUT v Brně, Božetěchova 2, 612 00 Brno, 541 141 270.
Economical parameters
Produkt se poskytuje zdarma pro výzkum a komerčně za poplatek na základě licenční smlouvy.
Owner IČO
00216305
Owner name
Vysoké učení technické v Brně