DAG and the Third Generation of Big Data Stream Processing

May 15, 2018

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.