David Donohoe

Title: David Donohoe: Innovator in Convolutional Neural Networks

Introduction

David Donohoe is a notable inventor based in Dublin, Ireland. He has made significant contributions to the field of artificial intelligence, particularly in the area of convolutional neural networks. His innovative work focuses on enhancing the accuracy of these networks for specific classes of cameras.

Latest Patents

David holds a patent for a "System and method for maximizing inference accuracy using recaptured datasets." This patent describes a system and methods that enable convolutional neural networks to be trained for improved accuracy. The training is performed on pre-existing datasets by recapturing these datasets using cameras of the same class. Additionally, the system allows for the evaluation of the accuracy of a convolutional neural network after deployment on a target device, utilizing a hardware-in-the-loop approach for validation.

Career Highlights

David Donohoe is associated with Ubotica Technologies Limited, where he applies his expertise in artificial intelligence and machine learning. His work has been instrumental in advancing the capabilities of convolutional neural networks, making them more effective for practical applications.

Collaborations

David collaborates with various professionals in his field, including his coworker Aubrey Dunne. Their combined efforts contribute to the innovative projects at Ubotica Technologies Limited.

Conclusion

David Donohoe is a prominent figure in the realm of artificial intelligence, with a focus on improving convolutional neural networks. His patent and work at Ubotica Technologies Limited highlight his commitment to innovation and technological advancement.