Patents

Computer-implemented method, data processing apparatus and computer program for object detection

David Griffiths

JP, US US20230298335A1 • Fujitsu Ltd • Filed: January 25, 2023

This patent presents a novel computer-implemented method for training object detection models without requiring manual annotations. The approach leverages embedding techniques and unsupervised learning to automatically identify and classify objects in images, significantly reducing the time and cost associated with traditional supervised training methods.

Directional Editing of Digital Images

David Griffiths, Julien Philip

US US11972512B2 • Adobe Inc. • Filed: January 25, 2022

This patent describes methods for directional editing of digital images using machine learning techniques. The system enables users to make targeted modifications to specific regions or aspects of images while preserving overall image quality and coherence through advanced neural network architectures.