Object detection and across disparate fields of view are provided. A first image generated by a first recording device with a first field of view, and a second image generated by a second recording device with a second field of view can be obtained. An object detection component can detect a first object within the first field of view, and a second object within the second field of view. An object classification component can determine first and second level classification categories of the first object. Object components can correlate the first object with the second object based on the descriptor of the first object or a descriptor of the second object, and can determine a characteristic or the first object or the second object based on the correlation.
Object detection and classification