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Vision-AI ยท ViT Face Expression ยท OpenCV Detection

Face Emotion Intelligence

Point your webcam or upload a video โ€” AI detects faces and classifies emotion in real time with filters, annotation, and full session analytics.

Live Capture
๐Ÿ“ท Webcam Feed
Real-time face detection โ€” nothing stored server-side
Inactive
0 fps
โ€”ms
๐Ÿ“ท
Tap "Start" to activate camera
๐Ÿ”ฅ Model Warming Up โ€” Auto Retrying
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Rate
OpenCV Haar MS-STE V10 ยท EAV FER-ViT ยท Landmarks ยท Flow 5-Class Sentira FastAPI ยท HuggingFace
Intelligence Hub
๐Ÿง  Emotion Analysis
๐Ÿ‘๏ธ
Awaiting Input
Start the camera or upload a video, then hit โšก Analyze to see real-time results.
Emotion Timeline (last 60)
No predictions yet
Confidence Trend
Waitingโ€ฆ
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Session Statistics
0Frames
โ€”Face Rate
โ€”Avg Conf
โ€”Top Emotion
โ€”Annotated
0Hard Samples
Hard Samples (Wrong Predictions)
Annotate wrong predictions to collect them here
Vision Pipeline Architecture
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Input
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Frame
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Face Det
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Crop
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ViT
โšก
Fusion
๐Ÿง 
Emotion