The idea is to develop a utility that would allow anyone to create a demo web application give a machine learning model.
So, let's say I call the utility (from command-line) with my model and specify the task to be image classification, the utility would generate a simple website for me that would allow me to quickly test the model in nice way.
A sample usage would be
$ build_site --model my_model.h5 --task image_classification
build_site is just a dummy name of the utility to be built.
The main aim of this utility will be to test any model by creating a website directly from the command line. The website should be designed in a way so that users can provide the input on the web and the predicted output should be shown on the website.
You can use whatever tech you want including any opensource library or packages.
Apart from your personal details and your experience. You should include the following in your proposal :-
- Your understanding of the project idea.
- Briefly explain the approach and mention the name of the technologies, you will use.
- Name the technologies you will use to make the website.
- Mockups and wireframes of the website.