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APA
Cole, N (n.d.). Can we use Transfer Learning to Implement a Convolutional Neural Network to do Large Mammal Classification on an Edge Device .
MLA
Cole, NoahCan we use Transfer Learning to Implement a Convolutional Neural Network to do Large Mammal Classification on an Edge Device . , n.d.
Chicago
Cole, NoahCan we use Transfer Learning to Implement a Convolutional Neural Network to do Large Mammal Classification on an Edge Device . , n.d.
Turabian
Cole, NoahCan we use Transfer Learning to Implement a Convolutional Neural Network to do Large Mammal Classification on an Edge Device . , n.d.
Description / Abstract
Conservation efforts of large mammal species in Costa Rica rely on extensive camera tracking networks to record these species’ presence, activity, and interactions. By using transfer learning on an edge device to retrain a Convolutional Neural Network the process of tracking and identifying these mammals will be streamlined. Transfer learning on edge devices was found to be effective in retraining and deploying CNN image classifiers.
Arete: The PLNU Honors Journal
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Keywordsconservation, tracking, edge, image, classifiers, identification, convolutional, neural, networks, Arete the PLNU Honors Journal
Degree AwardedB.S. in Engineering-Physics: Mechanics
Awarding InstitutionPoint Loma Nazarene University
Supervisor or ChairRyan Botts
Peer Reviewed?No
Collections With This Resource
PLNU Undergraduate Honors Projects 2016-2020
81 Resources
- English
PLNU Undergraduate Honors Projects 2020-2024
23 Resources
- English
This collection contains all PLNU Undergraduate Honors Projects completed during the span beginning with the 2019-2020 academic year and ending with the 2023-2024 academic year, provided they were submitted to the library will all necessary permissions.