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ansh jain
New Delhi, Delhi
The project develops smart glasses for visually impaired people, using IoT, AI, and OpenCV. The glasses connect to the internet, utilize AI for object recognition, provide audio instructions/alerts, offer navigation assistance, and support voice commands. Its goal is to enhance mobility&independence ...learn more
Project status: Under Development
Artificial Intelligence, Cloud, Internet of Things, Mobile, Networking, PC Skills, Robotics, Virtual Reality
Intel Technologies
DevCloud,
oneAPI,
Intel Integrated Graphics,
Intel FPGA,
Intel GPA,
Intel Python,
Intel CPU,
Intel Opt ML/DL Framework
The smart glasses project is an ambitious endeavor aimed at addressing the challenges faced by visually impaired individuals. Through the integration of cutting-edge technologies, such as IoT, AI, GPS, and Intel oneAPI, the project seeks to provide a comprehensive assistive device that enhances users' mobility, independence, and overall quality of life.
By incorporating IoT capabilities, the glasses enable real-time communication, data analysis, and access to online resources, expanding users' reach and connectivity. Utilizing AI algorithms, the glasses can process visual data captured by an integrated camera, allowing for object recognition and text identification. The glasses deliver audio feedback and alerts through speakers or voice assistants like Alexa, offering spoken instructions, descriptions, and timely alerts about users' surroundings and potential obstacles.
In addition, the combination of AI, IoT, and GPS technologies enables the glasses to provide navigation assistance. Users can navigate unfamiliar areas, recognize landmarks, and receive turn-by-turn directions, enhancing their ability to travel independently and with confidence. Voice recognition capabilities further facilitate interaction with the device, allowing users to control functionalities, retrieve information, and adjust settings through voice commands.
The project also utilizes oneAPI to optimize the performance of the AI algorithms used in the glasses. The use of oneAPI enables the integration of multiple processing units, including CPUs, GPUs, and FPGAs, to enhance the performance of the AI algorithms in the glasses. This integration enables faster processing of visual data, resulting in real-time feedback and a more seamless user experience.
Overall, the smart glasses project seeks to provide a valuable tool for visually impaired individuals, enhancing their independence, mobility, and overall quality of life. In production, the glasses would be experienced as a wearable device that enables users to perceive and interact with their surroundings more effectively, thus enhancing their independence and mobility. The project represents a significant contribution to assistive technology, demonstrating the potential for cutting-edge technologies to positively impact the lives of individuals with disabilities.
I would like to explain methodology of my project in following points:-
Overall, the project combines IoT, AI, and other technologies to create smart glasses that provide a range of functionalities to assist visually impaired individuals in navigating their surroundings. The aim is to enhance their mobility, independence, and overall quality of life.
Technologies, libraries, tools, software, hardware, and Intel technologies that may be used in the development of the smart glasses project include:
1: IoT Technologies:
Internet connectivity protocols (Wi-Fi, Bluetooth, cellular)
IoT development platforms (Raspberry Pi)
Cloud services for data storage and analysis (AWS IoT, Google cloud IoT)
2: AI and Computer Vision Technologies:
AI frameworks and libraries (TensorFlow, PyTorch)
Computer vision libraries (OpenCV)
Deep learning models for object recognition and image analysis
3: Speech Recognition and Voice Assistants:
Speech recognition libraries and APIs (Google Cloud Speech-to-Text)
Voice assistant platforms (Amazon Alexa)
4: Navigation and Location Technologies:
GPS (Global Positioning System) for location tracking
Navigation frameworks and APIs (Google Maps API)
5: Voice User Interface (VUI) Development:
Voice user interface design tools
Natural language processing (NLP) libraries and APIs for voice commands processing
6: Hardware Components:
Camera module for capturing visual data
Speakers or headphones for audio feedback
Microphone for voice input
GPS module for location tracking
7: Intel Technologies:
Intel processors for running AI algorithms and processing data
Intel RealSense depth cameras for advanced vision capabilities (To be Added)
Intel IoT development kits and boards for prototyping and connectivity
8: Development Tools and Software:
Integrated Development Environments (Visual Studio)
Version control systems (Git)
Programming languages (Python)
9: oneAPI: oneAPI is used to enhance the performance of the AI algorithms used in the smart glasses. oneAPI enables the integration of multiple processing units, including CPUs, GPUs, and FPGAs, to optimize the performance of the AI algorithms in the glasses. This integration enables faster processing of visual data, resulting in real-time feedback and a more seamless user experience.
https://github.com/aryankhanna208/Aeye