Percepti alarm A Beacon of Safety and Autonomy Leveraging Optical Character Recognition and Machine learning

Abstract

Percepti-Alarm is a groundbreaking endeavor aimed at revolutionizing the lives of the visually impaired. It introduces a transformative solution by integrating a high-tech camera onto the conventional white cane, offering real-time environmental scanning and object recognition capabilities (100). This innovative system works by capturing live visual data, processing it with a sophisticated algorithm (101,102), and seamlessly conveying the findings to the user through a discreet Bluetooth earphone. What sets Percepti-Alarm apart is its ability to not just alert the user to the presence of objects but to also verbally articulate the nature of these objects. By delivering comprehensive situational awareness through speech (108), Percepti-Alarm empowers the blind to confidently navigate their surroundings (106,110). This design is not only a triumph of technology but a testament to the profound impact it can have on the lives of those with visual impairments, facilitating independence, safety, and inclusion. It marks a significant stride towards a more equitable and accessible world for the blind.

Specification

Description:This Web camera detects objects, texts, currency, & Distance(102), based on the distributed
analysis (103,104,105,106).If the system detects objects it includes all necessary Libraries, Read
Jpeg Image Use YOLO for configuration then initiliase open cv, detect object by square then it is
redirected to read the output on successful object detection , This makes Percepti Alarm so
important is its capacity to perform functions beyond obstacle identification. . If text/char is
detected using Optical Character Recognition, the method includes initialize libraries and image
acquisition is done, image preprocessing is considered and enters in to text extraction and
converts text to speech which concludes with speech synthesis. , C , C , Claims:1. Percepti Alarm A Beacon of Safety and Autonomy Leveraging Optical Character
Recognition and Machine learning comprise Obstacle Avoidance and Navigation ,
Detachment Notification(102) .;
2. Percepti Alarm: A Beacon of Safety and Autonomy Leveraging Optical Character
Recognition and Machine learning wherein, Optical Character Recognition (OCR) enabling
Object detection (103,107) ;
3. Percepti Alarm A Beacon of Safety and Autonomy Leveraging Optical Character
Recognition and Machine learning comprise Text to speech conversion (104,108)
4. Percepti Alarm A Beacon of Safety and Autonomy Leveraging Optical Character
Recognition and Machine learning wherein it detect counterfeit currency (105,109);
5. Percepti Alarm A Beacon of Safety and Autonomy Leveraging Optical Character
Recognition and Machine learning comprise of obstacle detection (106,110)

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