As mentioned in a previous post, we used OpenVINO's SSDLite Mobilenet V2 Intermediate Representation and converted it into a blob file for our OAK-D Lite camera. This model works well as a detector but misclassified animals often. Sheldon, the Tibetain Spanial from the previous post, consistently is identified as a cat, sheep, or horse. While the bulldog is consistently classified as a dog or a horse. This consistent misidentification made us curtail our original plan to include a preditor warning feature into our autonomous system.