Long-tailed image recognition

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...

Full description

Bibliographic Details
Main Author: Li, Zhaochen
Other Authors: Chen Change Loy
Format: Final Year Project (FYP)
Language:English
Published: Nanyang Technological University 2021
Subjects:
Online Access:https://hdl.handle.net/10356/148026