20.500.12556/DKUM-91569 Prepoznavanje rastlin in njihovih bolezni z mobilno aplikacijo Recognition of plants and their diseases with mobile application Raziskava obravnava prepoznavanje izbranih rastlin in njihovih bolezni s pomočjo mobilne aplikacije. Na kratko so predstavljena uporabljena orodja: Orange Data mining, Android Studio, MS Visio, Figma, Flask, Nginx in Gunicorn. Arhitektura rešitve obsega virtualno okolje v oblaku s strežniki za dostop do modelov za klasifikacijo rastlin in njihovih bolezni in aplikacijo Android. Opisan je postopek izdelave modelov strojnega učenja, ki so bili preneseni na strežnik. V nalogi so prikazani pomembni deli kode in podana razlaga vseh aspektov delovanja aplikacije. The research focuses on recognizing selected plants and their diseases through a mobile application. Key tools Orange Data Mining, Android Studio, Figma, Flask, Nginx, and Gunicorn are briefly introduced. The solution's architecture consists of a cloud based virtual environment hosting servers that run models to classify plants and their diseases, along with an Android application. The process of developing machine learning models and deploying them to the server is detailed, with essential code snippets and explanations of all aspects of the application's functionality provided in the assignment. umetna inteligenca razvoj aplikacije analiza podatkov podatkovno rudarjenje Orange Data Mining. artificial intelligence application developement data analysis data mining Orange Data Mining. true true false Slovenski jezik Angleški jezik Diplomsko delo/naloga 2025-01-15 16:14:07 2025-04-09 09:37:53 2025-04-10 03:08:34 0000-00-00 00:00:00 2025 0 Maribor 0 0000-00-00 NiDoloceno NiDoloceno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 231915779 VS_Trunkelj_Rok_2025.pdf VS_Trunkelj_Rok_2025.pdf 1 D1C462FC28513515842F3439B94B11D4 05ee919866440345bd9d977e59c8a031791d751e62896c56e668692739cc9918 489ae3e6-d8ee-11ef-9853-00155d000105 https://dk.um.si/Dokument.php?lang=slv&id=188065 Fakulteta za organizacijske vede 0 0 0