University Hostel & PG Web API/App
🔹 Motivation
- Improve hostel and PG accessibility for students
- Provide an easy booking and review system
- Ensure transparent facility information
- Payment Gateway
🔹 Requirements & Resources
- Technical Stack:
- Frontend: React.js / Angular / Vue.js
- Backend: Node.js / Django / Flask
- Database: PostgreSQL / MySQL / Firebase
- API Hosting: AWS / Azure / Firebase
- Authentication: OAuth / Firebase Auth
- Payment Gateway: Razorpay / Stripe
- Additional Needs:
- User-generated reviews & feedback system
- Interactive map integration
🔹 Expertise Needed
- Full-stack development knowledge
- RESTful API development
- Data security & encryption
- Cloud deployment
ML-Based CCTV Object Detection for Water Safety
🔹 Motivation
- Prevent accidental drownings
- Enhance security in swimming areas
- Provide real-time alerts for unsafe situations
🔹 Requirements & Resources
- Technical Stack:
- Machine Learning Frameworks: TensorFlow / PyTorch
- Computer Vision Libraries: OpenCV / YOLO / Detectron2
- Dataset: Custom swimming pool object dataset
- Camera Setup: High-resolution CCTV with night vision
- Alerts: SMS / IoT-based alarm system
- Additional Needs:
- Cloud-based AI processing for real-time detection
- Integration with emergency response systems
🔹 Expertise Needed
- ML & Deep Learning knowledge
- Image recognition & object detection
- AI model training & deployment
- Edge computing & IoT integration
CV-Enabled Drone for Fire Emergency Search & Rescue
🔹 Motivation
- Improve disaster response efficiency
- Help locate victims trapped in fire zones
- Enhance safety measures in high-risk buildings
🔹 Requirements & Resources
- Technical Stack:
- Drone Hardware: DJI / Custom-built drone with FLIR thermal camera
- Computer Vision Libraries: OpenCV / YOLOv8 / SSD MobileNet
- AI Processing: Onboard edge computing (Jetson Nano / Raspberry Pi)
- Communication: 5G/Wi-Fi/Bluetooth module
- Fire Detection Sensors: Thermal imaging + smoke detection
- Additional Needs:
- GPS tracking system for precise navigation
- AI-powered emergency alert system
🔹 Expertise Needed
- AI-powered image processing
- Drone flight control & automation
- Thermal imaging analysis
- Emergency alert system integration