📝 About the project

The alphabet recogniser project is a web application hosted on Google Cloud Platform, with Tensorflow and flask as backend, the project harnesses the power of Deep Learning to recognise input BLOCK LETTERS. Due to the data constraints, the project is limited to recognising BLOCK LETTERS with an approximate accuracy of 98.58%. Click on this link to access the project: https://alphabet-recogniser.el.r.appspot.com (Earlier hosted on Google Cloud Engine)

To use the project now:

1. Rename 'main.py' file to 'app.py'
2. Run 'flask run'

💻 Tech Stack:

☀️ Utilities of this project:

1. This can be integrated on websites as a login/authentication method.
2. It efficiently depicts how LeNet architecture works and can be implemneted.
3. It can also be turned into a fun quiz website for kids to assist them in drawing letters.
   
   

📷Glimpses into the project:

⚙️ Suggestions and improvements

Any suggestions which can help in the improvement of this website or model are warmly welcomed. Drop a 🌟 if you liked this project :)