---
title: EchoDepth Reflections
emoji: 🎭
colorFrom: purple
colorTo: blue
sdk: docker
app_port: 7860
pinned: false
---

# EchoDepth Video Analysis API (CPU Version)

CPU-only version for development and testing. Slower than GPU but free.

## Features
- Video transcription (faster-whisper)
- Facial emotion detection (HSEmotion)
- Demographics (DeepFace)
- Action Units (py-feat)
- Body pose & hands (MediaPipe)
- Vocal emotion (emotion2vec)

## Endpoints
- `POST /analyze` - Analyze video
- `POST /analyze_image` - Analyze single image
- `GET /health` - Health check
- `GET /features` - List available features

## Note
This is the **CPU version** for dev/testing. For production, use the L4 GPU Space.