Towards better fine-grained visual classification: an attention-based, hierarchical approach

• Main Author: Gao, Manrong
• Other Authors: Jiang Xudong
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/167399
• Institution: Nanyang Technological University

Unlike general object classification, which uses convolutional neural networks (CNNs), fine-grained visual classification (FGVC) is a challenging problem that involves categorizing objects belong to different subcategories with subtle fine-grained details. Furthermore, most fine-grained categories i...