Data augmentation for improving few-shot learning on ResNet50

With the onset of rapid climate change and declining biodiversity, forest recovery management is becoming increasingly important. Tree inventory keeping and species identification are two necessary aspects to this, which can be very labour intensive. To alleviate this, a way to automate these tasks...

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Bibliographic Details
Main Author: Chan, Jia Ler
Other Authors: Ji-Jon Sit
Format: Final Year Project (FYP)
Language:English
Published: Nanyang Technological University 2024
Subjects:
Online Access:https://hdl.handle.net/10356/176270