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The pitfalls of transfer learning in computer vision for agriculture 

42. GIL-Jahrestagung, Künstliche Intelligenz in der Agrar- und Ernährungswirtschaft Autz, Julius; Mishra, Saurabh Kumar; Herrmann, Lena; Hertzberg, Joachim
Computer vision applications based on modern AI methods are becoming increasingly important in agriculture, supporting and automating common processes. These applications are usually based on well-established architectures and pre-trained models. However, our prior experience has shown that applying the concept of transfer ...

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Author

Autz, Julius (1)
Herrmann, Lena (1)Hertzberg, Joachim (1)Mishra, Saurabh Kumar (1)

Subject

Machine Learning (1)
Precision Farming (1)Transfer Learning Computer Vision (1)... View More

Date Issued

2022 (1)

Has File(s)

Yes (1)

About uns | FAQ | Help | Imprint | Datenschutz

Gesellschaft für Informatik e.V. (GI), Kontakt: Geschäftsstelle der GI
Diese Digital Library basiert auf DSpace.