Created Interactive UI

[akshat448]

Created an interactive UI using Gradio

Gradio

Gradio is a Python library that simplifies and accelerates the process of building interactive machine learning and interfaces. It provides an easy-to-use platform for creating web-based UIs for your machine-learning models, allowing users to interact with and make predictions using those models without needing any programming experience. It can easily be used with Colab or Jyupter notebooks

Process

1. I started cloning the repository to get access to data and the saved trained model.
2. Loading the saved trained model and getting the class names (Monument names).
3. Looked at the Gradio documentation to understand how to create an interface and its requirements.
4. We needed to create a function that would take an image (formatted it as a numpy array through gradio input) and perform processes on it to get it into the proper format that is sent to the model to be predicted, returning the class name (monument name).
5. Gradio has various different components that can be used with its interface, I used the input image component with a textbox as output that displayed the class name.

Credits

• Made by Akshat Bakshi
• Roll No: 102306021
• Electronics and communication