Categories: AI/ML News

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.

FLAIR: Federated Learning Annotated Image Repository

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…

October 4, 2022

In "FAANG"

Silicon image sensor that computes

Researchers have developed the first in-sensor processor that could be integrated into commercial silicon imaging sensor chips -- known as complementary metal-oxide-semiconductor (CMOS) image sensors -- that are used in nearly all commercial devices that need capture visual information, including smartphones.

September 7, 2022

In "AI/ML News"