COMPUTER VISION // EXPRESSION AI // ESC RETURNS HOME

Facially

interfaces that read the room — starting with your face

[ FACE_DETECTED ] [ EXPRESSION: CURIOUS ] [ CONFIDENCE: 0.97 ]
ROLEComputer Vision
TECHOpenCV, CNN
DOMAINExpression / Web3
OBJECTIVE

Real-time facial expression detection for adaptive interfaces — systems that respond to how you feel, not just what you click.

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DETAILED CASE STUDY — RESTRICTED
Full UXR notes, process artifacts & design documentation are access-gated while being polished.

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Facially frame Dataset sample Detection demo Expression classes Live inference Pipeline output
BUILD
  • Dataset curation + augmentation across lighting/angles.
  • Lightweight CNN with on-device inference for low latency.
  • Telemetry layer streaming state into Unity/UX demos.