CNN-based Classification of Car Images Implemented for Android Devices

Kód výsledku v IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F22%3A10454311" target="_blank" >RIV/00216208:11320/22:10454311 - isvavai.cz</a>
Výsledek na webu
<a href="https://ceur-ws.org/Vol-3226/paper11.pdf" target="_blank" >https://ceur-ws.org/Vol-3226/paper11.pdf</a>
DOI - Digital Object Identifier
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Jazyk výsledku
angličtina
Název v původním jazyce
CNN-based Classification of Car Images Implemented for Android Devices
Popis výsledku v původním jazyce
The design of efficient yet robust methods for real-time image classification belongs to scorching topics in contemporary AI, particularly in the case of mobile and edge devices. This paper thoroughly reviews the structure, performance, and main characteristics of neural networks proposed explicitly for mobile devices, e.g., MobileNet, and EfficientNet,. Based on the obtained results, we introduce a mobile-phone application to classify cars we might see on the street and search for nearby car dealerships, e.g., to buy a car similar to that one of interest.
Název v anglickém jazyce
CNN-based Classification of Car Images Implemented for Android Devices
Popis výsledku anglicky
The design of efficient yet robust methods for real-time image classification belongs to scorching topics in contemporary AI, particularly in the case of mobile and edge devices. This paper thoroughly reviews the structure, performance, and main characteristics of neural networks proposed explicitly for mobile devices, e.g., MobileNet, and EfficientNet,. Based on the obtained results, we introduce a mobile-phone application to classify cars we might see on the street and search for nearby car dealerships, e.g., to buy a car similar to that one of interest.

Druh
D - Stať ve sborníku
CEP obor
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OECD FORD obor
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Projekt
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Návaznosti
S - Specificky vyzkum na vysokych skolach<br>I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Rok uplatnění
2022
Kód důvěrnosti údajů
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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