Long-tailed image recognition

• Main Author: Li, Zhaochen
• Other Authors: Chen Change Loy
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
• Online Access: https://hdl.handle.net/10356/148026
• Institution: Nanyang Technological University

The long-tailed distribution problem often poses great challenges to deep learning based computer vision tasks, making the models perform poorly on the balanced test set, particularly for the less frequent classes. With the rapid increase in large-scale deployment of AI solution in industries and th...