This inventor holds 2 USPTO granted patents and 1 EPO patent. Top assignee: Accenture Global Solutions Limited. Active years: 2020-2021.
Company Filing History:
Years Active: 2020-2021
Title: Natacha Fort: Innovator in Computer Vision Technology
Introduction
Natacha Fort is a prominent inventor based in Manly, Australia. She has made significant contributions to the field of computer vision, particularly in object recognition and segmentation. With a total of 2 patents, her work is paving the way for advancements in intelligent image processing.
Latest Patents
One of Natacha's latest patents is titled "Distributed and self-validating computer vision for dense object detection in digital images." This innovative system utilizes one or more multilayer convolutional neural network (CNN) models that are trained in multiple stages and in a parallel and distributed manner. This approach enhances training speed and efficiency. The training datasets for each stage are generated, expanded, and self-validated from preceding stages. The final CNN models are further augmented with post-model filters to improve prediction accuracy by eliminating false positive object recognition and segmentation. This system significantly enhances the accuracy of predicting object labels to append to unlabeled image blocks in digital images. In one embodiment, it can be utilized to improve a digital landmark registry by appending identifying labels on new infrastructure recognized in aerial or satellite images.
Career Highlights
Natacha Fort is currently employed at Accenture Global Solutions Limited, where she continues to innovate in the field of computer vision. Her work is characterized by a commitment to enhancing the capabilities of digital image processing technologies.
Collaborations
Natacha collaborates with notable colleagues, including Gilles Brouard and Lewen Zhao, who contribute to her projects and research endeavors.
Conclusion
Natacha Fort is a trailblazer in the realm of computer vision, with her patents reflecting her dedication to advancing technology. Her innovative approaches are set to make a lasting impact on the industry.