Handwriting Recognition and Translation
This project allows you to solidify your Deep Learning skills in computer vision and machine translation. As you will develop deep learning models for building an OCR (Optical character recognition) application for detecting text in images and then translate that text into the Hindi language, you will work with Tensorflow(Keras) and Hugging Face, etc. libraries. Then at the end, you will develop a Flask application to showcase the best model and make predictions on new data.When completing this project, you will have a working OCR application showpiece that impresses potential employers.
Skills You will Learn
The complete capstone project is divided into 4 projects. Each of these projects have multiple tasks. For each
of the task, there are theory videos to understand the concepts and solution video along with dataset and code.