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updated the title

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- title: AnomalyVision Trainer
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- ๐ŸŒ **Live Demo**: [Click here to try the app](https://huggingface.co/spaces/GeetaAIVisionary/SentinelAISurveillanceAnomalyDetection)
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- # ๐Ÿง  AnomalyVision Trainer
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- AnomalyVision Trainer is an AI-powered agent that classifies surveillance event descriptions into meaningful categories like **Normal Activity** or **Suspicious Behavior**.
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- This project uses Hugging Face Transformers and Gradio to provide a simple web UI that security analysts or field operators can use to assess behavioral anomalies from text inputs.
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  ## ๐Ÿ” Example Use Cases
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  - โ€œA person is standing at the emergency exit for 20 minutesโ€ โ†’ Suspicious
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- - โ€œA janitor is mopping the hallwayโ€ โ†’ Normal
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  - โ€œAn unknown bag left near gate 4โ€ โ†’ Suspicious
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  ## ๐Ÿš€ Tech Stack
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  - Hugging Face Transformers (`distilbert-base-uncased-finetuned-sst-2-english`)
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  - Gradio UI
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  - Python + Torch
 
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- ## ๐Ÿ“ฆ Run Locally
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- ```bash
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- pip install -r requirements.txt
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- python app.py
 
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+ title: Anomaly Vision Agent
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+ ๐ŸŒ **Live Demo**: [Click here to try the Anomaly Vision Agent](https://huggingface.co/spaces/GeetaAIVisionary/SentinelAISurveillanceAnomalyDetection)
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+ # ๐Ÿง  Anomaly Vision Agent
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+ **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**.
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+ 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**.
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  ## ๐Ÿ” Example Use Cases
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  - โ€œA person is standing at the emergency exit for 20 minutesโ€ โ†’ Suspicious
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+ - โ€œA janitor is cleaning the hallway during scheduled maintenanceโ€ โ†’ Normal
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  - โ€œAn unknown bag left near gate 4โ€ โ†’ Suspicious
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  ## ๐Ÿš€ Tech Stack
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  - Hugging Face Transformers (`distilbert-base-uncased-finetuned-sst-2-english`)
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  - Gradio UI
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  - Python + Torch
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+ - Semantic logic override for false positives
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+ ## โœจ Created by Geeta Kudumula to demonstrate intelligent surveillance analysis for platforms like **Vaidio** and other AI vision solutions.