OMB Individually Reported

Pixel-Level Smoke Detection Model with Deep Learning

Low riskExact public inventory row

Description

Automated, deep learning based detection model capable of identifying smoke plumes from shortwave reflectance for the Geostationary Operational Environmental Satellite R series of satellites.

Detailed example

identifying smoke plumes

AI / analytics pattern

Computer Vision: AI that processes and interprets visual data (e.g., images and videos).

Automation level / stage

a) Pre-deployment – The use case is in a development or acquisition status.

Expected benefit

Automated, deep learning based detection model capable of identifying smoke plumes from shortwave reflectance for the Geostationary Operational Environmental Satellite R series of satellites.

Controls / human review

ATO: Not reported; PIA: Not published