Ubotica Technologies Limited

Aubrey Dunne

Fintan Buckley

David Donohoe

Álvaro Guerrero Del Pozo

Martin O'Riordan

The system and methods of the various embodiments enable convolutional neural networks to be trained for improved accuracy for a particular class of cameras, where the training is performed on one or more pre-existing datasets by recapturing the existing datasets using one or more cameras of the same class. Further, the system and methods of the various embodiments enable the accuracy of a convolutional neural network to be evaluated after it has been deployed on a target device, using a hardware-in-the-loop approach to validation.

System and method for maximizing inference accuracy using recaptured datasets

Methods, devices and system for designing and deploying one or more data processing pipelines on an embedded system. These data processing pipelines may be deployed without requiring the application running on the embedded system to be rebuilt, redeployed, or halted.

Growing community of inventors

Dublin, Ireland

Aubrey Dunne