Organizers of this workshop understand the need for bridging the gap of the current state of art in fashion and the new technological advancements in AI and Big Data and, thus, aim to bring together all the researchers, practitioners, and stakeholders from fashion industry to explore the open problems, applications, and future directions in this field. We believe that the fashion industry introduces a number of interesting data analytics problems that are either not studied or scarcely studied in the past and can attract great interest in the general SETN community given their practical implications.
Suggested topics include (but not limited to):
- Detect and forecast fashion trends and cycles
- AI tools for fashion designers
- Creative AI for fashion
- Personal styling with humans and machines: recommendations with humans in the loop
- Assembling outfit recommendations: interactions and serendipity
- Algorithmic clothing: design by data
- Predicting fashion ability scores
- Social networking for fashion
- Fashion retail analytics
- Big data for fast fashion
- Deep learning for fashion
- Augmented and Virtual reality for clothes virtual try on
- Learning-based clothes recognition and categorization
- Real-time state tracking for garments and clothes
- Modeling and simulation tools for clothing
- Visual search for fashion e-commerce
- Fashion image understanding and auto-tagging of apparel
- Novel search mechanisms for large fashion catalogs
- Virtual personal fashion assistants
- Recommendation engines and cognitive stylists for fashion
- Fashion retail analytics
- Social networking for fashion
- Fashion retail analytics
- Big data for fast fashion
- Deep learning for fashion
- Augmented and Virtual reality for clothes virtual try on
- Learning-based clothes recognition and categorization
- Real-time state tracking for garments and clothes
- Modeling and simulation tools for clothing
- Visual search for fashion e-commerce
- Fashion image understanding and auto-tagging of apparel
- Novel search mechanisms for large fashion catalogs
- Virtual personal fashion assistants
- Recommendation engines and cognitive stylists for fashion
- Fashion retail analytics
