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Lavanya R
Karnataka
Boot Brain
Introducing "Boot Brain," a groundbreaking E-learning platform for kids. Utilizing image recognition, web scraping, and text-to-speech tech, it transforms objects into captivating lessons. Encouraging curiosity in a safe, interactive space. Join us in revolutionizing education! ...learn more
Project status: Under Development
Intel Technologies
10th Gen Intel® Core™ Processors
Overview / Usage
Introducing "Boot Brain," an innovative game-based E-learning website that offers a dynamic platform for children to embark on an interactive learning journey. Harnessing the power of image recognition technology, web scraping, and text-to-speech capabilities, Boot Brain transforms the way kids engage with educational content. By simply placing objects before their camera, children unlock a world of knowledge. The platform seamlessly identifies objects, retrieves accurate and age-appropriate information from reputable sources on the web, and delivers captivating audio descriptions through advanced text-to-speech functionality. This immersive approach not only fosters curiosity and critical thinking but also ensures that learning is retained through engaging interactions. With an intuitive, child-friendly interface characterized by vibrant colors and intuitive navigation, Boot Brain creates a safe and enriching space for kids to explore, learn, and grow.
Methodology / Approach
- Importing Libraries
- Data Importing
- Data Exploration
- Preparing the Data
- Creating a Generator for Training Set
- Creating a Generator for Testing Set
- Writing the labels into a labels.npy
- Model Creation
- Model Compilation
- Training the Model ( epochs = 100)
- Testing Predictions
- Saving model as 'model.h5'
- Deploying the Model as a Web Application using Django ,and desktop applicationTkinter
Technologies Used
- oneAPI/one
- Devcloud
- Python
- Django
- Tkinter
- cvzone
- Tensorflow
- openvino
- DNN
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