Police Identification and Video Analytics

Face recognition matched against the national ID database or watch lists, machine learning video analytics on CCTV and body-worn cameras (crowds, anomalies, traffic violations) and predictive policing from historical crime data.

visionunverified

0named models

660candidates

4deployments

4in Indonesia

Named Models

The research names no model for this use case.

Where this comes from

Models the research names for this use case. Research, with sources on each model record.

Who Runs It

production, 2pilot, 2

Kepolisian Negara Republik Indonesia (Polri)

Korlantas Polri (Traffic Corps, Indonesian National Police)Country: IndonesiaFace recognition on ETLE cameras matched against Dukcapil population data (model not stated)Vendor: not statedproductionDate5 Aug 2026Aims to identify riders with fake, covered or missing plates; ETLE recorded 16,812 plate-related violations in the first half of 2026Evidence: government statementConfidence: mediumSource: antaranews.com

PT Kereta Commuter Indonesia (KAI Commuter)

PT KAI CommuterCountry: IndonesiaCCTV analytics with face recognition at Jabodetabek KRL stations to detect offendersVendor: not statedproductionDate23 Aug 2023Company says it helped identify offenders; no figures. Listed as an incident in the OECD AI Incidents MonitorEvidence: company statementConfidence: lowSource: news.detik.com, oecd.ai, en.wikipedia.org

Polda Sulawesi Utara (Ditreskrimum), equipment from Bareskrim PolriCountry: IndonesiaPortable face recognition with a 360-degree camera linked to KTP data, Starlink connected (model not named)Vendor: not statedpilotDate5 Aug 2026First trial at TIFF Tomohon, 7 to 12 August 2026Evidence: government statementConfidence: mediumSource: rri.co.id

Polri, Divisi TIK (Command Center)Country: IndonesiaAI integration in the Command Center for 26 Polda and 36 Polres: machine learning video analytics on CCTV and body-worn cameras; predictive policing an aimVendor: not statedpilotDate26 May 2025Video analytics in field use; predictive policing an aim; no figuresEvidence: government statementConfidence: mediumSource: news.republika.co.id

Where this comes from

Documented uses by named organisations. The evidence column says who made the claim.

Candidate Models

COCO val

A general benchmark for this model class, not a test on this use case. Object detection and segmentation AP (mAP50-95). Higher is better. Showing 10 of 11.

RF-DETR 2XLRoboflow vendor-reported60.1

YOLO26xUltralytics vendor-reported57.5

YOLO26lUltralytics vendor-reported55

D-FINEUniversity of Science and Technology of China (USTC), Institute of Artificial Intelligence, Hefei Comprehensive National Science Center independent55

RF-DETR MRoboflow vendor-reported54.7

YOLO26mUltralytics vendor-reported53.1

RF-DETR SRoboflow vendor-reported52.9

YOLO26sUltralytics vendor-reported48.6

YOLO11Ultralytics independent48.3

RF-DETR NRoboflow vendor-reported48

050100

YOLO26lUltralytics, visionReleasedJan 2026open weightsruns on edgehas scoreslast 18 months

YOLO26mUltralytics, visionReleasedJan 2026open weightsruns on edgehas scoreslast 18 months

YOLO26nUltralytics, visionReleasedJan 2026open weightsruns on edgehas scoreslast 18 months

YOLO26sUltralytics, visionReleasedJan 2026open weightsruns on edgehas scoreslast 18 months

YOLO26xUltralytics, visionReleasedJan 2026open weightshas scoreslast 18 months

RF-DETR 2XLRoboflow, visionReleasedNov 2025runs on edgehas scoreslast 18 months

RF-DETR MRoboflow, visionReleasedNov 2025runs on edgehas scoreslast 18 months

RF-DETR NRoboflow, visionReleasedNov 2025runs on edgehas scoreslast 18 months

RF-DETR SRoboflow, visionReleasedNov 2025runs on edgehas scoreslast 18 months

SAM 3Meta, visionReleasedNov 2025open weightshas scoreslast 18 months

Showing 10 of 660. All models of this class

Where this comes from

Derived, not researched: models in the directory whose class matches a class this use case uses, excluding family records and models shut down or deprecated. Ranked by how many fit facts they meet, then by release date. Each fit fact is read from the model record.

Use Case

Industry: public sector
Model classes: visionunverified
Benchmarks or datasets: not in the notes
Regulatory notes: Surat Edaran Menkominfo 9/2023 Etika Kecerdasan Artifisial, Kementerian Komunikasi dan Informatika (now Kementerian Komunikasi dan Digital)Police identification and video analytics is an AI-based service run by an electronic system operator, and the circular asks such operators to build and use AI on the values of inclusivity, transparency, humanity and security.
UU 27/2022 Pelindungan Data Pribadi, DPR and President of the Republic of Indonesia (administered by Kementerian Komunikasi dan Digital)Police identification and video analytics processes biometric data such as face images or voice recordings of the people being identified or served, so the controller needs a lawful basis, must protect the data and must honour data subject rights.
UU 24/2013 Perubahan UU Administrasi Kependudukan, DPR and President of the Republic of Indonesia (Ditjen Dukcapil, Kementerian Dalam Negeri)Police identification and video analytics uses population identity data such as NIK or biometric records, which this law governs and which Dukcapil manages.
UU 2/2002 Kepolisian Negara Republik Indonesia, DPR and President of the Republic of Indonesia (Polri)Police identification and video analytics is used for policing and public order tasks, which this law assigns to the Indonesian National Police.
EU AI Act, Regulation (EU) 2024/1689 (international), European UnionPolice identification and video analytics uses remote biometric identification or law enforcement AI, which the EU AI Act lists as high-risk or restricts; given as an international reference.

Where this comes from

From the industry tracks T08 to T10 of the research notes.

R&D Topics

Links to R&D topics are awaiting review.

Where this comes from

Which R&D topics would most change this use case. Drafted by Claude from the topic definitions and the use case; proposed until approved.

Incidents

Detroit Police Allegedly Wrongfully Arrested Black Man Due to Purportedly Faulty Facial Recognition TechnologyUnited States, 2020-01-30, discriminationA Black man was allegedly wrongfully detained by the Detroit Police Department as a result of a purportedly false facial recognition technology (FRT) result.
Indian Police Allegedly Tortured and Killed Innocent Man Following Facial MisidentificationIndia, 2023-02-02, safetyA resident in Medak, India died allegedly due to custodial torture by the local police, who misidentified him as a suspect in a theft case using facial recognition.
London Metropolitan Police's Facial Recognition Technology Reportedly Misidentified Shaun Thompson as Suspect Leading to ArrestUnited Kingdom, 2024-02-01, discriminationSometime in February 2024, Shaun Thompson is reported to have walked by one of the London Metropolitan Police's facial recognition technology vans near London Bridge.

Where this comes from

Documented failures, harms or misuse in this kind of use, Indonesia first, then the region, then well-known cases elsewhere (AI Incident Database, OECD AI incidents monitor, reputable news). Not a claim about any deployment listed here.

In Neighbouring Countries

Auxiliary Force Sdn Bhd (AFSB), Royal Malaysia Police CooperativeMalaysia, production, 2018-04-16YITU facial recognition on body-worn cameras

Where this comes from

Documented deployments of this use case in Malaysia, Singapore, Thailand, Vietnam and the Philippines, each with its source.

Opportunities

Opportunities are awaiting review.

Where this comes from

Gaps found by rule in what the directory holds for this use case. Each is a proposal for review.

Links

IndustryPublic Sector31 use cases, 44 deployments

Use CasePolice Identification and Video AnalyticsPublic Sector

Modelsnone recorded

Who Runs It

Korlantas Polri (Traffic Corps, Indonesian National Police)In production, 5 Aug 2026

Polda Sulawesi Utara (Ditreskrimum), equipment from Bareskrim PolriPilot, 5 Aug 2026

Polri, Divisi TIK (Command Center)Pilot, 26 May 2025

PT KAI CommuterIn production, 23 Aug 2023

Graph

Deployments 4

Korlantas Polri (Traffic Corps, Indonesian National Police)Face recognition on ETLE cameras matched against Dukcapil population data (model not stated), Indonesia Polda Sulawesi Utara (Ditreskrimum), equipment from Bareskrim PolriPortable face recognition with a 360-degree camera linked to KTP data, Starlink connected (model not named), Indonesia Polri, Divisi TIK (Command Center)AI integration in the Command Center for 26 Polda and 36 Polres: machine learning video analytics on CCTV and body-worn cameras; predictive policing an aim, Indonesia PT KAI CommuterCCTV analytics with face recognition at Jabodetabek KRL stations to detect offenders, Indonesia

Sources

news.republika.co.id/berita/sww53p484/integrasi-ai-command-center-... https://news.republika.co.id/berita/sww53p484/integrasi-ai-command-center-polri-cakup-26-polda-dan-36-polres
rri.co.id/manado/regional/2629153/face-recognition-berb... https://rri.co.id/manado/regional/2629153/face-recognition-berbasis-data-ktp-jadi-andalan-baru-polda-sulut-di-tiff-2026

To cite this page: Project AURION, AI Use-Cases Research & Innovation, "Police Identification and Video Analytics", https://aurion.semai.id/usecases/pub-police-identification-video-analytics/, records of October 2026.