Head Detection and Face Recognition - AI Transparency Technical Note

Publisher

Cisco Systems, Inc. (Cisco Trust Portal)

URL

https://www.cisco.com/c/dam/r/ctp/docs/white-paper/collaboration/ai-transparency-facial-recognition-technical-note.pdf

Published

unknown

Updated

unknown

Accessed

2026-09-05

HTTP status

200

License

Cisco proprietary documentation, all rights reserved; no-redistribution; short excerpts and locators only

Claims citing this source

• 8 of the 9 notes read in this tranche follow 1 section skeleton running feature overview then model overview then data sources then model evaluation then safety and ethical considerations then fairness then privacy and security then updates and maintenance then references. field-pattern in context
• The head detection and face recognition note does restrict use, stating that the feature should not be used for surveillance or for identity recognition beyond the meeting, though it names no party bound by the restriction and no consequence. fact in context
• The head detection and face recognition note publishes no accuracy figure and none disaggregated by population, while the gesture recognition note beside it claims parity across demographics and names skin tone. fact in context
• The head detection and face recognition note does not use the words biometric or consent and states no opt-out, no un-enrolment procedure, and no location or lifetime for an enrolled face representation. fact in context
• None of the 9 notes read outside the contact centre carries a restriction on using its output for employment decisions. fact in context
• None of the 9 notes read publishes a numeric retention period. fact in context
• Every note read carries a 6 principle responsible artificial intelligence preamble and closes with a list of responsible AI principles, the responsible AI framework and the Cisco Trust Portal. fact in context
• The face note makes no claim about output parity across populations; its fairness material concerns the composition of training data and closes on a hedge. fact in context
• The face recognition model's stated input is a section of a video frame determined to contain a face, and its output is a vector compared against reference vectors. fact in context
• Neither note publishes an accuracy figure, and neither publishes one disaggregated by population. fact in context
• The note names no party bound by its restriction and states no consequence for disregarding it. fact in context
• The note's privacy statement that no user data is retained applies to data at inference on the device beyond a call or a managed diagnostic session, and does not address reference vectors. fact in context
• The note restricts use with the words should not, stating the features and models should not be used for security or any form of active surveillance or identity recognition beyond the scope of the meeting. fact in context
• The note states no storage location, no retention period and no deletion or un-enrolment path for a face representation; the words stored and delete do not appear in it. fact in context
• Cisco's note treats head detection and face recognition as 2 features: head detection underpins the cinematic meeting capabilities and face recognition is invoked only for name labels. fact in context
• Camera modes and cross-view run head detection and are available in Webex meetings and in third-party meeting platforms. fact in context
• The note's address names facial recognition while its title names head detection and face recognition. fact in context
• The word biometric does not appear in the head detection and face recognition note. fact in context
• The word consent does not appear in the head detection and face recognition note. fact in context
• Where the gesture recognition note says its training data came from Cisco employees with explicit consent, the face recognition note says only that it uses internally collected Cisco volunteer videos, with no consent permission or licence language. fact in context
• The face recognition transparency note describes name labels as a current capability and does not mention the end of support. disputed in context
• Cisco's face recognition transparency note states that when the feature is enabled by an organisation, end users individually must opt in to use it. fact in context
• Neither the transparency note nor any of the three product articles states where a face representation is stored or for how long. fact in context

Cite this source record

APA

WarmTransfer. (2026, September 5). Head Detection and Face Recognition - AI Transparency Technical Note. WarmTransfer. https://warmtransfer.net/knowledge/sources/cisco-trustportal-tn-head-detection

BibTeX

@misc{warmtransfer-cisco-trustportal-tn-head-detection,
  title  = {Head Detection and Face Recognition - AI Transparency Technical Note},
  author = {{WarmTransfer}},
  year   = {2026},
  url    = {https://warmtransfer.net/knowledge/sources/cisco-trustportal-tn-head-detection},
  note   = {Cisco Systems, Inc. (Cisco Trust Portal), accessed 2026-09-05}
}