As our disease segmentation model is currently cloud-based the drone survey application has to upload the images to the cloud for analysis after they have been downloaded from the drone.
As our aim is to provide immediate feedback we have developed an efficient on device classification model that uses frames extracted from the low resolution video stream sent from the drone during the flight.
This allows us to immediately highlight which areas have disease before getting the advanced segementation results
AgriONE 