SafeDriveAI: Revolutionizing Your Driving Experience
SafeDriveAI,
Obstacle Detection And Navigation
Safe Drive is a next-generation AI-driven driver assistance system that tackles challenges like distracted driving, low-light conditions, and fatigue detection. Inspired by Qualcomm's automotive AI platforms, it integrates cutting-edge models to transform your driving experience into a safer and smarter journey.
What is Safe Drive?
SafeDriveAI is an advanced AI-powered driver assistance system designed to revolutionize the driving experience. Our project addresses critical challenges in road safety, driver comfort, and vehicle automation, making driving smarter and safer for everyone.
It is a step toward leveraging artificial intelligence to tackle real-world issues like drowsiness, low-light visibility, and voice-based automation, ensuring a smoother and more connected journey.
Besides enhancing safety, SafeDriveAI is built with modularity in mind, allowing seamless integration with existing automotive platforms. Inspired by Qualcomm’s Snapdragon Ride™ technology, it exemplifies innovation in automotive AI.
Over time, SafeDriveAI has been honed to integrate multiple cutting-edge models that deliver real-time solutions. From detecting driver fatigue to dynamically adjusting headlights and recognizing road signs, it provides a comprehensive suite of features for modern vehicles.
The system is powered by robust machine learning architectures like YOLOv5 and MIRNet, enabling it to solve complex problems in milliseconds. Its design ensures accuracy, precision, and reliability, even in challenging conditions.
SafeDriveAI is a testament to the power of collaborative innovation. It has been developed to push boundaries, providing a platform for future advancements in autonomous driving, smart navigation, and AI-driven luxury experiences.
Key features of SafeDriveAI include voice authentication, facial recognition, low-light vision, drowsiness detection, and traffic sign recognition, making it a pioneering solution in automotive technology.
Obstacle Detection And Navigation
Drowsiness Detection
Voice Powered Car Security
Facial Recognition
Adaptive HeadLights
Speech Recognition
Low Light Vision
Traffic Sign Detection
Our Models
Speech Recognition
The Problem: Distractions caused by manual controls or on-screen interactions while driving can lead to accidents and significantly reduce driver focus.
The Solution: Speech Recognition eliminates distractions by providing a voice-controlled interface, enabling drivers to interact with the vehicle effortlessly and safely.
How It Works: The system leverages Word2Vec embeddings to understand natural language commands in real time. Drivers can say, "Navigate to home" or "Call John," and the system processes these requests instantly. Advanced context recognition ensures that commands are executed accurately without the need for repetitive inputs.
Interactive Features: The system supports multiple languages and custom command configurations, allowing for a truly personalized experience. It can also integrate with third-party apps like Spotify and Google Maps, making it a versatile assistant for all driving needs.
Benefits: By reducing the need for manual input, Speech Recognition enhances road safety, improves convenience, and ensures a smoother and more enjoyable driving experience.
Things We've Worked on
Smart Headlight System
Adjusts headlight intensity and direction based on driving conditions for optimal night-time visibility.
Traffic Symbol Detection
Detects and recognizes traffic signs in real-time to provide alerts for compliance and safety.
Object Detection & Navigation
Utilizes real-time object detection to enhance navigation accuracy and ensure safe driving.
Drowsiness Detection
Monitors driver fatigue through facial landmark analysis, issuing alerts for drowsiness and yawning.
Low Light Enhancement
Improves visibility in low-light conditions using advanced image enhancement algorithms.
Speech Recognition
"Transform your driving experience with effortless voice control!"
Voice Authentication
"Unlock your vehicle with the sound of your voice-the future of secure access!"
Voice Authentication
"Unlock your vehicle with the sound of your voice-the future of secure access!"
Facial Recognition
"Say goodbye to manual adjustments - let your car adapt to you instantly!"
Drowsiness Detection
"Stay safe on the road - never let fatigue compromise your journey!"
Object Detection and Navigation
"Navigate with confidence - AI-powered obstacle detection for the safest route!"
Low Light Vision
"Drive through the night with clarity - visibility in any condition!"
Traffic Sign Detection
"Always stay compliant - real-time traffic sign recognition for safer driving!"
Advanced Headlight System
"Illuminate the road ahead with smart headlights - reduce glare, enhance safety!"
Meet Our Team
Ananth Prabhu T
Ayush Satpathy
Shreyas Nagoor
Shreedhar A Sherlekar
Team HackML - SafeDriveAI | Copyrights© 2024