Skip to content

🖋️✨ Character Recognition App 🔠🤖 – A Dockerized Flask app 🚢 using CNN 🧠 to predict handwritten Devanagari (🇮🇳 हिंदी) characters 📝 with 98.9% F1-score 📊!

Notifications You must be signed in to change notification settings

adarsh2104/character_recognition_app

Repository files navigation

Handwritten Character Recognition

  • Given a Handwritten Devanagiri character contained in an image. The CNN model will predict the character. Trained on 46 different classes and used F1-Score metric to evaluate the model's accuracy.

  • Served this trained CNN model using Flask and created a Docker Image of the application.

About

🖋️✨ Character Recognition App 🔠🤖 – A Dockerized Flask app 🚢 using CNN 🧠 to predict handwritten Devanagari (🇮🇳 हिंदी) characters 📝 with 98.9% F1-score 📊!

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published