AI-driven image retargeting: Predicting dimensions for seamless display across different devices
Using deep learning models, scientists at Sharjah University have designed techniques to automatically predict suitable image dimensions to fit different screens or devices far more efficiently and effectively than current technologies used for image cropping and resizing.
Cross-device federated learning is an emerging machine learning (ML) paradigm where a large population of devices collectively train an ML model while the data remains on the devices. This research field has a unique set of practical challenges, and to systematically make advances, new datasets curated to be compatible with…
Today Clipdrop is excited to announce Uncrop, its AI-generated ‘outpainting’ tool that allows to change the ratio of any image by creating an expanded background to complement any existing photo or image. Try it for free in the Clipdrop web app – with no need to log in!Built on Stability…
Editing images using natural language instructions has become a natural and expressive way to modify visual content; yet, evaluating the performance of such models remains challenging. Existing evaluation approaches often rely on image-text similarity metrics like CLIP, which lack precision. In this work, we introduce a new benchmark designed to…