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Gašper Spagnolo 2023-09-06 08:49:05 +02:00
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@ -1651,9 +1651,8 @@ Spodaj so izpostavljene naše glavne ugotovitve in predlogi:
\item \textbf{Regularizacija in računske obremenitve}:
Ugotovili smo, da ima regularizacija v modelu z uporabo izpuščanja nevronov pomembno vlogo pri preprečevanju prenaučenja.
Vendar pa je treba skrbno uravnotežiti med računskimi obremenitvami in natančnostjo modela.
\item \textbf{Praktična uporaba}:
Naša največja ambicija za prihodnost je preizkusiti metodo WAMF-FPI na dejanskem brezpilotnem letalniku.
S tem bi lahko dobili boljšo predstavo o realni učinkovitosti in uporabnosti metode v praksi. \todo{Nevem kaj pise}
\item \textbf{Praktična uporaba}: Naš glavni cilj je implementacija metode WAMF-FPI na dejanskem brezpilotnem letalniku, da bi ocenili njeno dejansko učinkovitost in uporabnost.
Model uporablja uteži velikosti 1 GB in vključuje piramidno strukturo za izluščenje značilnosti, kar omogoča zmanjšanje dimenzionalnosti značilnosti in s tem zmanjšanje zahtevane računske moči.
\end{enumerate}
Metoda WAMF-FPI predstavlja pomemben korak naprej v lokalizaciji brezpilotnih letalnikov, še posebej v okoljih, kjer je satelitski signal omejen ali nezanesljiv.

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for img in drone_sat_example_*.png corresponding_sat_examples_*.png; do
printf "Converting $img\n"
convert "$img" -resize 90% -define png:compression-level=9 "$img"
done

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