QuillHub is a social media platform designed to bridge the gap between digital communication and the personal touch of handwriting. In a world where we're increasingly distanced from the act of writing by hand, QuillHub aims to bring back the intimacy and personality conveyed through handwritten messages.
- Handwriting Capability: Users can express themselves by handwriting messages and posts directly on the platform.
- Automatic Handwriting Detection: QuillHub employs advanced technology to detect and convert handwritten text into digital format seamlessly.
- Artistic Community: Connect with fellow artists and creatives in an online community.
- MERN Stack:
- MongoDB: A NoSQL database used for storing user data and posts.
- Express: A backend web application framework for Node.js, facilitating the development of robust APIs.
- React: A JavaScript library for building user interfaces, enabling dynamic and interactive frontend experiences.
- Node.js: A JavaScript runtime environment used for server-side scripting.
- CRNN Model: QuillHub utilizes the CRNN (Convolutional Recurrent Neural Network) model for document handwritten text recognition, ensuring accurate transcription of handwritten content.
- Uses Pytorch for creating model, data saving/loading and model saving/loading
- Uses pandas for data
- Uses PIL for image manipulation and processing
