🎦 Real-time computer vision (on an edge device!) 🚀 - #4: Object detection on webcam footage

[#1]

The cool stuff really starts here! In this last video of the series, you'll learn how to apply a computer vision object detection model to webcam images. 

Download the pre-trained model

You can download the model from the Deep Learning Models and Tools page on the SAS Support website. 

Viewer

Change the window URL parameter to Score and optionally set the classes parameter to only show detections from those classes

simple_viewer.html?server=192.168.1.158:31415&cq=cq1&project=RealTimeComputerVision&window=Score&classes=Human%20face,Person

Final model

You can download the final model (RealTimeComputerVision.xml) below. 

Next steps

Train your own Computer Vision model using SAS

DLPy - SAS Viya Deep Learning API for Python 

Object Detection model example using DLPy

How to Build Customized Object Detection Models using SAS (video) 

 

Articles in this computer vision series

Part 1: Requirements

Part 2: ESP edge installation

Part 3: Retrieving webcam footage

Part 4: Object detection on webcam footage

Access the 4-Part Series