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Development

State Election Commission checks voters' faces in local-body polls

The Bihar State Election Commission replaced the fingerprint checks of the 2021 panchayat polls with a Face Recognition System (FRS) that compares a voter's face at the booth with the photo on record and flags anyone trying to vote twice. It was announced for the 2022 municipal elections and is first evidenced in use at the May and June 2023 by-elections, where Chennai startup FaceTagr's tool ran at 450 and then 1,700 booths. The commission describes FRS as AI-based but has published no figures on voters checked or duplicates caught.

AIGovernmentBihar, India
Stage
Operational
Confidence
High
Latest news
Sources
6 cited

Journey so far

The highlighted step is the current stage. Not every development passes through every step.

  1. Announcement only
  2. Agreement approved
  3. Agreement finalised
  4. Programme or pilot initiated
  5. Operational (current stage)
  6. Outcome verified

Good to know: Use at booths is evidenced by contemporaneous reporting and by the commission's own presentation, but no results document has been found, so this is not a verified outcome.

50%
Details confirmed so far5 of 10 tracked details

What's confirmed

5 facts backed by sources

  • The 2021 panchayat polls verified voters by fingerprint; in August 2022 the commission said voters in the municipal elections would be identified by face for the first time.
  • For the December 2022 municipal elections, FRS staff were being posted to polling stations and biometric machines were withdrawn after failing at several booths in 2021; where they failed, voting had continued on photo ID.
  • FaceTagr's tool, which compares a voter's face with the voter ID photo, was used across 450 booths in the 25 May 2023 panchayat by-elections and 1,700 booths in the 9 June 2023 urban local body by-elections.
  • The Economic Times reported that the 9 June 2023 polls, in 31 municipalities across 21 districts, were the first in which the commission used FRS to confirm voters' identities.
  • The commission's March 2024 conference presentation lists 'AI-based FRS and biometric-based authentication' as poll-day technology, and in June 2025 Akashvani described FRS as one of its standing technologies.

Still to be confirmed

5 things to watch for

  • Whether FRS actually ran on polling day in the December 2022 municipal elections. The December 2022 report describes preparations only, and The Economic Times calls June 2023 the first use. Both are recorded and neither is preferred.
  • FaceTagr's statement that the tool prevented close to 10,000 attempts at bogus voting in May 2023 is a company claim, unverified. The commission's claim that facial recognition 'significantly' reduced malpractice gives no figures.
  • Which vendor supplied FRS outside the May and June 2023 by-elections, and on what contract or cost.
  • Accuracy, false-match handling at the booth, and how long voters' face images are kept. No source addresses data retention.
  • Whether FRS will be used in the 2026 panchayat general elections.

How it unfolded (6)

Each step as a dated source records it, oldest first

  1. Announcement

    After a review meeting with district magistrates, the commission said voters in the coming municipal elections would be identified by face for the first time; the 2021 panchayat polls had used fingerprints.

    Live Hindustan (Hindustan, Patna)

  2. Programme initiated

    Reporting ahead of the December municipal polls said FRS staff were being posted at polling stations in Patna, with 776 staff to be briefed on the app, and that biometric machines had been dropped in favour of FRS.

    Live Hindustan (Hindustan, Patna)

  3. Operational

    FaceTagr's face-matching tool was used across 450 booths in the panchayat by-elections.

    The Times of India (Chennai)

  4. Operational

    The tool was used at 1,700 booths in the urban local body polls in 31 municipalities, reported as the commission's first use of FRS to confirm voters' identities.

    The Economic Times · The Times of India (Chennai)

  5. Operational

    The commission listed AI-based FRS and biometric authentication among its poll-day technologies at the 30th National Conference of State Election Commissions in Bodh Gaya.

    State Election Commission, Bihar: 'Fortifying Electoral Integrity: A Comprehensive Approach', 30th National Conference of SECs, Bodh Gaya, 15-18 March 2024

  6. Operational

    Akashvani reported FRS for voter verification as one of the technologies the commission has introduced in panchayat and urban local body elections.

    Akashvani News (Prasar Bharati)

Sources (6)

Who reported it, when, and what they cover

PublisherPublishedCoversLink

Live Hindustan (Hindustan, Patna)

Established news

  • • Voters to be identified by face for the first time in the municipal elections
  • • 2021 panchayat polls identified voters by fingerprint
  • • Review meeting with district magistrates held on Monday
Open source (opens in a new tab)

Live Hindustan (Hindustan, Patna)

Established news

  • • FRS staff being deployed at polling stations
  • • Voter photo circulated to networked booths through a mobile app
  • • 776 staff briefing on 16 December
  • • Biometric machines withdrawn after failures in the 2021 panchayat polls
Open source (opens in a new tab)

The Economic Times

Established news

  • • Polls on 9 June 2023 in 31 municipalities across 21 districts
  • • For the first time, the SEC used FRS to confirm voters' identities
Open source (opens in a new tab)

The Times of India (Chennai)

Established news

  • • FaceTagr tool used across 450 booths in the 25 May panchayat by-elections
  • • Used in 1,700 booths in the 9 June urban local body by-elections
  • • Compares the voter's face with the voter ID photo
  • • Company claim of close to 10,000 bogus voting attempts prevented
Open source (opens in a new tab)

State Election Commission, Bihar: 'Fortifying Electoral Integrity: A Comprehensive Approach', 30th National Conference of SECs, Bodh Gaya, 15-18 March 2024

Official government

  • • 'AI-based FRS and biometric-based authentication system' listed as poll-day technology
  • • Claim that biometric authentication and facial recognition significantly reduced malpractice
  • • Conference dated 15-18 March 2024; the session day is not stated; file uploaded 24 April 2024
Open source (opens in a new tab)

Akashvani News (Prasar Bharati)

Established news

  • • SEC has introduced FRS for voter verification in panchayat and urban local body elections
Open source (opens in a new tab)

Record ID: BIHAR-AI-2022-08-001Dataset last checked Spotted an error? Report a correctionHow corrections work