Data augmentation for improving few-shot learning on ResNet50

• Main Author: Chan, Jia Ler
• Other Authors: Ji-Jon Sit
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Engineering; Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/176270
• Institution: Nanyang Technological University

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...