Iegultā intelekta risinājums heterogenā iegultā sistēmā objektu detektēšanai attēlos

6533b837fe1ef96bd12a2c5e

RESEARCH PRODUCT

Iegultā intelekta risinājums heterogenā iegultā sistēmā objektu detektēšanai attēlos

subject

Datorzinātne SoC iegultais intelekts FPGA CNN neironu tīkli

description

Maģistra darba mērķis ir veikt iegultā intelekta risinājumu izpēti un eksperimentāla risinājumaimplementēšanu heterogenā iegultā sistēmā objektu detektēšanai attēlos.Darbā teorētiski ir aprakstīti heterogēnu iegulto iekārtu un konvolūciju neironu tīklu dar-bības pamatprincipi. Tāpat darbā tiek apskatīti daži populārākie konvolūciju neironu tīkli, kasparedzēti objektu detektēšanai attēlos. Tiek skaidrota to uzbūve un novērtēšanas metodes. Darbapraktiskajā daļā tiek aprakstīta divu dažādu konvolūciju neironu tīklu apmācīšana un uzstādīšanauz heterogēnas iegultās iekārtas, no kuriem viens ir paredzēts attēlu klasificēšanai, bet otrsobjektu detektēšanai attēlos.

year	journal	country	edition	language
2020-01-01

https://dspace.lu.lv/dspace/handle/7/51686

PEPhysical Sciences and Engineering
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SHSocial Sciences and Humanities
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