METApix provides system administrators with a hybrid edge-to-cloud processing architecture. Data is processed and analyzed efficiently at both the edge and cloud layers. At the edge, lightweight algorithms are deployed on servers to handle initial tasks such as object and person detection, classification, data processing, and filtering. Once the data reaches the cloud, rapid analytics are applied to extract additional details, such as gender, age, and vehicle make and model.