Diffusion Models for Marine Video Editing
Project Description
Video editing showcases significant achievements recently, with creative results. However, specialized domains such as marine still be under-explored. In this project, we will propose a new diffusion model for marine video editing.
Supervisor
YEUNG, Sai Kit
Quota
5
Course type
UROP1000
UROP1100
UROP2100
UROP3100
UROP3200
UROP4100
Applicant's Roles
Preprocess a video dataset, including tasks such as refining video-caption pairs and generating new prompts based on videos. Train the model: run existing diffusion models and propose a new diffusion model for marine video editing. Evaluate and improve performance.
Applicant's Learning Objectives
Gain a deep understanding of the domain problem and learn how to solve a CV application, ranging from data preprocessing to modeling.
Complexity of the project
Moderate