---
title: EmCoder API & UI
emoji: 🤖
short_description: Live API & UI service for EmCoder
colorFrom: purple
colorTo: indigo
sdk: docker
pinned: false
app_port: 7860
---

# EmCoder - Probabilistic Emotion Recognition

Live API service and graphical interface demonstrating EmCoder's epistemic and aleatoric uncertainty decomposition via Monte Carlo Dropout.

## API Endpoints
* `POST /predict` - Emotion classification & uncertainty decomposition
* `GET /health` - Liveness check