Abaco is a leader in developing AI-based platforms for deployment in rugged environments, such as the battlefield. Here, we show ‘Marvin’ in an object detection environment, using a Convolutional Neural Network based on NVIDIA’s detectNet and powered by an NVIDIA GPU and Abaco’s AXIS ImageFlex.