Vision-AI · ViT Face Expression · OpenCV Detection

Face Emotion Intelligence

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

Live Capture

📷 Webcam Feed

Real-time face detection — nothing stored server-side

Inactive

0 fps

—ms

📷

Tap "Start" to activate camera

🔥 Model Warming Up — Auto Retrying

Rate

OpenCV Haar MS-STE V10 · EAV FER-ViT · Landmarks · Flow 5-Class Sentira FastAPI · HuggingFace

Intelligence Hub

🧠 Emotion Analysis

👁️

Awaiting Input

Start the camera or upload a video, then hit ⚡ Analyze to see real-time results.

Emotion Timeline (last 60)

No predictions yet

Confidence Trend

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Session Statistics

0Frames

—Face Rate

—Avg Conf

—Top Emotion

—Annotated

0Hard Samples

Hard Samples (Wrong Predictions)

Annotate wrong predictions to collect them here

Vision Pipeline Architecture

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Input

🖼️

Frame

🔍

Face Det

✂️

Crop

🤖

ViT

⚡

Fusion

🧠

Emotion