In this session, we’ll use Hazelcast Jet (open-source cluster-computing Java framework built on top of IMDG) to demonstrate image recognition. The application uses the webcam video stream of the laptop computer as a source and recognizes the images in each frame. The recognition done with a model pre-tranied with CIFAR-10 dataset. The model is read from the filesystem and loaded into the Jet processors which are making the recognition. The recognitions along with recognition scores are aggregated in 1 second windows and frame with the maximum score will be shown in a GUI application.

Speaker:
Terry Walters is a Senior Solution Architect at Hazelcast, a Java-based, open-source operational in-memory computing platform. He is a speaker at local user groups. He enjoys helping others succeed with web scale. His employment includes many industry leaders such as AT&T, Verizon, McKesson, UPS, and the formally known as BEA Systems. Walters holds a bachelor’s degree in computer science.