Calhoun County

County record. Includes every city and agency within Calhoun County.

11 Deployments on record
8 Agencies
4 Technology categories

Technology presence

ALPR · 3 Fixed cameras & RTCC · none on record Face recognition · 4 Drones / UAS · 2 Gunshot detection · none on record Body-worn & dashcam · 2 Doorbell & camera registry · none on record Cell-site simulators · none on record Predictive policing · none on record Social-media monitoring · none on record
What these categories mean
ALPR
Automated license plate readers (ALPR): camera systems that automatically capture, read, and log vehicle license plates with location and time, producing a searchable record of vehicle movements.
Fixed cameras & RTCC
Agency-operated fixed video cameras and the real-time crime centers (RTCC) that aggregate live and recorded feeds for monitoring. Extends the Electronic Frontier Foundation's Atlas, which enumerates real-time crime centers and camera registries but not standalone fixed-camera estates.
Face recognition
Software that matches faces in images or video against a reference database to identify or verify individuals.
Drones / UAS
Uncrewed aerial systems (UAS), commonly called drones, operated by an agency for overhead observation, imaging, or sensing.
Gunshot detection
Networks of acoustic sensors that detect and locate suspected gunfire and alert an agency.
Body-worn & dashcam
Officer body-worn and in-vehicle dashboard cameras that record encounters; public access to the footage is frequently restricted.
Doorbell & camera registry
Programs that give an agency access to privately owned camera footage: doorbell-camera partnerships, citizen camera registries, and private-camera integration platforms.
Cell-site simulators
Devices that mimic cell towers to locate or identify nearby mobile phones. They are often called Stingrays, or IMSI catchers after the international mobile subscriber identity (IMSI) number that identifies each phone on a network. Adjacent: communications surveillance outside the visual/sensor core.
Predictive policing
Software that forecasts where crime may occur or who may be involved, to direct policing. Adjacent: analytics rather than a sensing deployment.
Social-media monitoring
Tools that collect and analyze public social-media activity for an agency. Adjacent: open-source/communications monitoring outside the visual/sensor core.

The record, by agency

Calhoun County Sheriff's Office

Battle Creek · 2 deployments · last documented Jun 2025 · on UnGovr: Calhoun County

ALPR Vendor: Flock Safety

The Calhoun County Sheriff's Office has Flock Safety automated license plate readers.

Face recognition

The Calhoun County Sheriff's Office has desktop access to Michigan State Police's face recognition system, the Statewide Network of Agency Photos (SNAP).

Albion Department of Public Safety

Albion · 1 deployment · last documented Jun 2025 · on UnGovr: City of Albion

ALPR Vendor: Flock Safety

The Albion Department of Public Safety has Flock Safety automated license plate readers.

East Grand Rapids Police Department

Battle Creek · 1 deployment · last documented Jun 2025 · on UnGovr: City of East Grand Rapids

ALPR Vendor: Flock Safety

The East Grand Rapids Police Department has Flock Safety automated license plate readers.

Nottawaseppi Huron Band Police Department

Fulton · 1 deployment · last documented Sep 2023

Body-worn & dashcam Vendor: Axon

The Nottawaseppi Huron Band Police Department uses Axon body-worn cameras.

Battle Creek Police Department

Battle Creek · 3 deployments · last documented Jan 2022 · on UnGovr: City of Battle Creek

Face recognition

The Battle Creek Police Department has desktop access to Michigan State Police's face recognition system, the Statewide Network of Agency Photos (SNAP).

Body-worn & dashcam Vendor: Coreforce

The Battle Creek Police Department acquired body-worn cameras and agreed to a five-year, $737,300 contract in 2020.

Drones / UAS

The Battle Creek Police Department operates one drone as of 2018, according to data compiled by the Center for the Study of the Drone at Bard College.

Albion Department Of Public Safety

Albion · 1 deployment · last documented Jan 2022 · on UnGovr: City of Albion

Face recognition

The Albion Department Of Public Safety has desktop access to Michigan State Police's face recognition system, the Statewide Network of Agency Photos (SNAP).

Marshall Police Department

Marshall · 1 deployment · last documented Jan 2022 · on UnGovr: City of Marshall

Face recognition

The Marshall Police Department has desktop access to Michigan State Police's face recognition system, the Statewide Network of Agency Photos (SNAP).

Nottawaseppi Huron Band of the Patawatomi Police Department

Fulton · 1 deployment

Drones / UAS

The Nottawaseppi Huron Band of the Patawatomi Police Department uses drones.

Source: EFF Atlas of Surveillance (Electronic Frontier Foundation & University of Nevada, Reno — Reynolds School of Journalism) · CC BY 4.0 · retrieved July 2026