You can deploy this model and start earning money today!

nitishaimlethara/
third_eye

Views

No views yet

👁️ ThirdEye – AI-Powered Smart CCTV Safety System

Transforming Passive CCTV into Proactive Real-Time Crime Prevention 🚨

📌 Problem Statement

Over 4.45 lakh crimes against women are reported annually in India (NCRB 2023).
Current CCTV systems are passive — they record but do NOT react in real-time.
Police response time is 12–18 minutes, which is often too late.

🚀 Our Solution

ThirdEye turns existing CCTV cameras into AI-powered safety guardians.

🔥 Features

✅ Real-time violence & harassment detection
✅ Scream & abuse detection via audio
✅ Proximity violation detection (<0.5m)
✅ Auto face-blurring for privacy
✅ GPS-tagged 10-sec incident clips
✅ Instant alerts to Police + 1091 helpline
✅ Reassurance SMS to victim
💡 Works on existing cameras (NO new hardware needed)

🧠 AI Model – ShaktiNet

Property	Details
Model File	`shaktinet.h5`
Framework	TensorFlow / Keras
Accuracy	91% on Indian dataset
Dataset	12,000+ India-specific videos
Task	Violence & harassment detection

Download Model

python

from huggingface_hub import hf_hub_download

model_path = hf_hub_download(
    repo_id="nitishaimlethara/third_eye",
    filename="shaktinet.h5"
)

🎬 Demo Video

See demo.mp4 in files above ⬆️

🛠 Tech Stack

Layer	Technology
Edge	Jetson Nano, OpenCV, ONNX
AI Models	YOLOv8, OpenPose, SlowFast, Wav2Vec, ShaktiNet
Streaming	RTSP, Kafka
Backend	FastAPI, Socket.IO
Database	PostgreSQL, MongoDB
Alerts	Twilio SMS/Call, Firebase FCM

✅ Highlights

⚡ < 3 seconds end-to-end alert delay
🔒 Privacy-first: Face blur + auto delete (<5 mins)
🇮🇳 Trained on India-specific data
💰 Zero new hardware investment
✔ Works with 90% existing RTSP/ONVIF cameras

🎯 Target Audience

🏙 Municipal Corporations & Smart Cities
👮 State Police & Safe City Projects (Nirbhaya Fund)
🏬 Malls & Commercial Complexes
🏢 Premium Residential Societies
🚉 Metro Rail Corporations

🤝 Let's Make India Safer Together 🇮🇳

Contact: nitishaimlethara on Hugging Face