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This is a public Edge Impulse project, use the navigation bar to see all data and models in this project; or clone to retrain or deploy to any edge device.
MLMP-EKMAN-FER-MOCAP
Original Project: Steffan Mogelmøse
About this project
Facial Expression Classification Using ARKit Blendshape Time-Series Data
This project implements a lightweight facial expression recognition system using Apple ARKit blendshape coefficients recorded with the iPhone Live Link Face app. The system classifies seven emotions using time-series muscle-activation data instead of images or video, making it fast, private, and suitable for embedded deployment.
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Dataset summary
Data collected
4m 7sSensors
EyeBlinkLeft, EyeLookDownLeft, EyeLookInLeft, EyeLookOutLeft, EyeLookUpLeft, EyeSquintLeft, EyeWideLeft, EyeBlinkRight, EyeLookDownRight, EyeLookInRight, EyeLookOutRight, EyeLookUpRight, EyeSquintRight, EyeWideRight, JawForward, JawRight, JawLeft, JawOpen, MouthClose, MouthFunnel, MouthPucker, MouthRight, MouthLeft, MouthSmileLeft, MouthSmileRight, MouthFrownLeft, MouthFrownRight, MouthDimpleLeft, MouthDimpleRight, MouthStretchLeft, MouthStretchRight, MouthRollLower, MouthRollUpper, MouthShrugLower, MouthShrugUpper, MouthPressLeft, MouthPressRight, MouthLowerDownLeft, MouthLowerDownRight, MouthUpperUpLeft, MouthUpperUpRight, BrowDownLeft, BrowDownRight, BrowInnerUp, BrowOuterUpLeft, BrowOuterUpRight, CheekPuff, CheekSquintLeft, CheekSquintRight, NoseSneerLeft, NoseSneerRight, TongueOut, HeadYaw, HeadPitch, HeadRoll, LeftEyeYaw, LeftEyePitch, LeftEyeRoll, RightEyeYaw, RightEyePitch, RightEyeRoll @ 53.6HzLabels
anger, disgust, fear, happiness, neutral, sadness, surpriseProject info
| Project ID | 827620 |
| License | 3-Clause BSD |
| No. of views | 641 |
| No. of clones | 0 |
