Category Archives: Uncategorized

Neural network scene understanding on Joker

Hello All, Today I want to show you how Joker with SegNet project can be used for scene understanding (in AI world it’s called “semantic segmentation”). We will take picture of our room and AI will show us pixels belongs for different objects (like “table”, “chair”, etc). This tutorial should work on any Linux distribution (CoreOS, Debian, […]

Neural network image classification on Joker

Hello All, Today I want to show you how Joker can be used for neural network image classification with Caffe project. Caffe is a deep learning framework. This tutorial should work on any Linux distribution (CoreOS, Debian, RedHat, etc). For simplify overall process I have created Docker container with Caffe (built from sources) and already trained […]

Video decode and encode on Joker using Intel GPU

Intel GPU load while transcoding

Hello All, Today I want to show you how Joker can be used for video decode and encode (transcoding) using Intel GPU (QuickSync technology). For better performance we will use Intel GPU (graphics processing units). In this case CPU is not loaded with video processing tasks. This tutorial should work on any Linux distribution (CoreOS, Debian, […]