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Scene Mood Classifier shipped as one container to GCP, AWS and Azure, with Prometheus, Grafana, GitHub Actions CI/CD and recovery tests. WPI DS-553 MLOps.

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title Scene Mood Classifier
emoji 🎬
colorFrom indigo
colorTo purple
sdk gradio
app_file fusion-app/app_local.py
pinned false
hf_oauth true
hf_oauth_scopes
inference-api

🎬 Scene Mood Classifier

Upload a video or image+audio pair to classify the mood/atmosphere of the scene.

Features

  • Local Mode (default): Uses locally downloaded models - works without login
  • API Mode: Uses HuggingFace Inference API - requires sign-in with HuggingFace account

How to Use

  1. For Local Mode: Just upload your media and analyze (no login needed)
  2. For API Mode:
    • Click the "Sign in with Hugging Face" button
    • Check "Use API Mode" checkbox
    • Upload and analyze

About

This app demonstrates multimodal fusion for scene mood classification using CLIP (vision) and Wav2Vec2 (audio) models.

About

Scene Mood Classifier shipped as one container to GCP, AWS and Azure, with Prometheus, Grafana, GitHub Actions CI/CD and recovery tests. WPI DS-553 MLOps.

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