AI Use Cases

Use case	Agency	Stage	High-impact	Topic area	AI classification	Sourcing
Unmanned Aerial Systems (UAS) DOJ-0003 · Department of Justice / ATF	DOJ	Deployed	High-impact	Law Enforcement	Computer vision	Purchased from vendor
Veritone Illuminate DOJ-0039 · Department of Justice / ATR	DOJ	Deployed	High-impact	Law Enforcement	Computer vision	Purchased from vendor
Language Translation, Optical Character Recognition (OCR), Object Detection, Language Detection, Alert Noise Reduction DOJ-0138 · Department of Justice / FBI	DOJ	Deployed	High-impact	Law Enforcement	Natural language processing	Purchased from vendor
Patterns in the Landscape – Analyses of Cause and Effect DOI-0090 · USGS	DOI	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
U.S. Wind Turbine Database DOI-0080 · USGS	DOI	Deployed	Not high-impact	Energy and the Environment	Computer vision	Developed in-house
Deep Learning based image segmentation [2024 INV#WO0000000107975] DOI-0175 · USGS	DOI	Pilot	Not high-impact	Science	Classical / predictive ML	Developed in-house
Developing land cover maps for barrier islands using satellite imagery DOI-0087 · USGS	DOI	Pilot	Not high-impact	Science	Classical / predictive ML	Developed in-house
Flor-AI: Developing a Remotely Sensed Image Classification Method for Inventory and Monitoring of Flora in Digital UAS Imagery DOI-0079 · USGS	DOI	Pilot	Not high-impact	Energy and the Environment	Computer vision	Developed in-house
Automating the Detection and Classification of Wildlife in Aerial Imagery [2024 INV#WO0000000109409] DOI-0075 · USGS	DOI	Pilot	Not high-impact	Energy and the Environment	Computer vision	Developed in-house
Detecting and tracking reed canarygrass (Phalaris arundinacea) invasion in the Upper Mississippi River floodplain using remote sensing and artifial intelegence. DOI-0085 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported