Mastering Computer Vision with TensorFlow 2.x

Advanced inference

So far, we have just performed face detection with the OpenVINO toolkit. In this section, we will learn how to perform a variety of computer vision tasks using an Intel Movidius Neural Network Stick connected to a Raspberry Pi such as pedestrian detection, vehicle and bike detection, license plate detection, age and gender recognition, facial landmark recognition, emotion recognition, pose estimation, action recognition, gaze recognition, and many others.

A list of all the bin and xml files we'll be using is provided by the Intel Open Source Technology Center at https://download.01.org/opencv/2019/open_model_zoo/.

Note that when you click on the preceding link, you will see four folders labeled R1, R2, R3, and R4. Click ...