AI Assisted Video Workflow: Exploring UIs for Human-AI Collaboration

Video production and distribution have become very affordable and accessible. A large body of research is available in machine learning for audio, visual and language processing and more recently generation of multimedia content. Machine learning provides promising materials for designing innovative video production workflows. However, there is a lack of studies and expertise around how would video editors receive and use machine learning in their work. As a part of ongoing university and industry joint innovation project, this project aims to explore the the challenges of integrating machine learning into video editing workflows. Through setting up and running experiments with AI embedded prototypes on video production workflow, we aim to explore the design space of using AI in video editing interfaces and potential of human-in-the-loop machine learning in creative designs.