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---
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

	---
	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