sivavimel / inclusivision-empowering-specially-abled-individuals-with-real-time-communication-and-recognition

"InclusiVision: Empowering Specially-Abled Individuals with Real-Time Communication and Recognition"

---

Overview: InclusiVision is a groundbreaking real-time communication system designed to empower specially-abled individuals through innovative technologies. This open-source project leverages Python, TensorFlow, Haar Cascade Classifier, Convolutional Neural Networks (CNNs), Deep Neural Networks (DNNs), and state-of-the-art recognition models to enhance the daily lives of partially blind, deaf, and mute users.

---

Key Features:

• Object Detection: InclusiVision employs Haar Cascade Classifier to detect objects, including animals, brands, cars, faces, flowers, gods, guns, vehicle number plates, switches, restroom signs, traffic signs, and pedestrian crossings.

• American Sign Language Recognition: A vital tool for the deaf community, InclusiVision accurately recognizes American Sign Language gestures, enabling seamless communication.

• Speech Recognition: Integration with IBM Watson offers speech recognition capabilities, transforming spoken words into actionable commands.

• Text to Speech Conversion: Users can convert written text into natural-sounding speech, facilitating communication and information access.

• Text Recognition: Utilizing pytesseract, InclusiVision extracts text from images, making printed information accessible.

---

Usage:

1. Clone the repository to your local machine.
2. Install the required dependencies.
3. Explore the folder for code samples and demonstrations.

---

Publication: InclusiVision has been recognized in the academic community and published in the International Journal of Research in Technology and Innovation (IJRTI). You can access the paper at IJRTI2305094.pdf.

---

Acknowledgments: We extend our gratitude to the contributors and supporters who have made InclusiVision possible. Together, we are breaking barriers and fostering inclusivity.

---

Contact: For inquiries or assistance, please reach out to our team at [email protected] or [email protected]

---

InclusiVision - Bridging the Gap in Communication and Accessibility.