ACF object detector for FPGA
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26230%2F21%3APR37556" target="_blank" >RIV/00216305:26230/21:PR37556 - isvavai.cz</a>
Result on the web
<a href="https://www.fit.vut.cz/research/product/687/" target="_blank" >https://www.fit.vut.cz/research/product/687/</a>
DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
ACF object detector for FPGA
Original language description
IP core for object detection in image using ACF detector. This uses multi-channel image features and a cascaded classifier with a decision tree. During evaluation, it is possible to parallelize the computation by partitioning the features into banks, thus increasing the performance of the system linearly, but this must be taken into account during the training process. In the configuration file, it is possible to set IP core parameters such as the maximum resolution of the input image, the number of classifiers and their length, the number of banks to be evaluated in parallel, the size range of the detected objects, etc., to influence the performance and the amount of resources consumed. The Detection IP core can process video up to 4K resolution, classify up to 8 different object classes, and provides sufficient performance to process FullHD video at 60 fps.
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/8A18011" target="_blank" >8A18011: From the cloud to the edge - smart IntegraTion and OPtimization Technologies for highly efficient Image and VIdeo processing Systems</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2021
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Internal product ID
ACFCore
Technical parameters
Pro informace o licenčních podmínkách prosím kontaktujte: Výzkumné centrum informačních technologií, Fakulta informačních technologií VUT v Brně, Božetěchova 2, 612 66 Brno, 541 141 473.
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