Monocular Depth Estimation is the task of estimating scene depth using a single image. It has many potential applications in robotics, 3D reconstruction, medical imaging and autonomous systems. For this demo, we use a neural network model called MiDaS which was developed by the Intelligent Systems Lab at Intel. Check out their research paper to learn more.
This notebook demonstrates Monocular Depth Estimation with the MidasNet model in OpenVINO.
If you have not done so already, please follow the Installation Guide to install all required dependencies.