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Enhance Your Photo With Interestingness Guided Img2Img Translation

All images are equal, but some images are more equal than others. Images have the ability to capture and hold an individual's attention. To maximise attention one needs to decide which images to use.

Description

Images have the ability to capture and hold an individual's attention, which is the definition of visual interest. We distinguish between subjective and common interests. To maximise attention on social media and websites, you need to decide which images to use to generate the most common interest. First, we will develop an open web-based tool. Our computational model ranks images according to their level of interest (from common to subjective). The user can upload up to 10 images and will receive a ranking list. Second, we will use generative AI img2img (image-to-image) techniques to slightly modify but significantly enhance and refine the attractiveness of the images in question. Again, the user can upload an image and the tool will suggest alternative images, which will then be made available for download. The goal is to help users and professionals to post images of common interest, thus attracting higher attention through impactful stories and posts.

Key data

Co-Projectlead

Project team

Fitim Abdullahu, Valery Wyss

Project status

completed, 06/2024 - 06/2026

Institute/Centre

Institute for Data Science (IDS); Institute of Applied Media Studies (IAM)

Funding partner

ZHAW digital / Digital Futures Fund

Project budget

20'000 CHF

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