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metadata
title: Anomaly Vision Agent
emoji: ๐Ÿ‘๏ธ
colorFrom: indigo
colorTo: gray
sdk: gradio
sdk_version: 5.28.0
app_file: app.py
pinned: false

๐ŸŒ Live Demo: Click here to try the Anomaly Vision Agent

๐Ÿง  Anomaly Vision Agent

Anomaly Vision Agent is an AI-powered surveillance intelligence agent that classifies natural-language descriptions of video surveillance events into meaningful categories like Normal Activity or Suspicious Behavior.

This project uses Hugging Face Transformers and Gradio to provide a lightweight, human-friendly assistant that simulates how a field security analyst might evaluate real-world behavior.

๐Ÿ” Example Use Cases

  • โ€œA person is standing at the emergency exit for 20 minutesโ€ โ†’ Suspicious
  • โ€œA janitor is cleaning the hallway during scheduled maintenanceโ€ โ†’ Normal
  • โ€œAn unknown bag left near gate 4โ€ โ†’ Suspicious

๐Ÿš€ Tech Stack

  • Hugging Face Transformers (distilbert-base-uncased-finetuned-sst-2-english)
  • Gradio UI
  • Python + Torch
  • Semantic logic override for false positives

โœจ Created by Geeta Kudumula to demonstrate intelligent surveillance analysis for platforms like Vaidio and other AI vision solutions.