Skip to content

- Dockerised Flask Application integrated with CNN model to predict a character from a given a Handwritten Devanagiri character contained in an image. Used an F1-Score (98.9%) to evaluate the model’s accuracy.

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

- Dockerised Flask Application integrated with CNN model to predict a character from a given a Handwritten Devanagiri character contained in an image. Used an F1-Score (98.9%) to evaluate the model’s accuracy.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published