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README.md
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---
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title: EmCoder API & UI
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emoji: 🧠
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colorFrom: purple
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colorTo: indigo
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sdk: docker
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pinned: false
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app_port: 7860
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---
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# EmCoder - Probabilistic Emotion Recognition
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Live API service and graphical interface demonstrating EmCoder's epistemic and aleatoric uncertainty decomposition via Monte Carlo Dropout.
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## API Endpoints
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* `POST /predict` - Emotion classification & uncertainty decomposition
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* `GET /health` - Liveness check
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