Receive HTTP Posts from goPetCamera. Each post is a frame and will be processed with Tensorflow.js to detect dogs, cats, and people. Predictions will be processed and results uploaded to firebase
Tensoflow JS Coco SSD model is used for prediction. Based on number of predictions over a sliding window a rolling average is calculated. Data can then be used in a D3.js plot for live activity metrics.