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DJI recently introduced the P4 Multispectral, a high-precision unmanned aerial vehicle (UAV or “drone”) that leverages multispectral camera integration to aid agricultural and environmental monitoring applications. As a result, collecting imagery data for vegetation mapping is now easier and more efficient than ever. In the DJI P4 Multispectral, images are collected by an RGB camera …

A single-pixel machine vision framework leverages optical networks designed for deep learning to bypass the need for an image sensor array or digital processor. The system, developed in the lab of UCLA Chancellor Professor Aydogan Ozcan, paves the way to solving some challenges that are beyond the capabilities of current imaging and machine learning technologies. …