Code repository for the project Nooks Clean, made for HooHacks 2021.

The inspiration was to make the earth cleaner.

The web app inputs an image from the user and then classifies the image into a category out of 6 for which we have trained the model.

We built it using TensorFlow, Flask, HTML, CSS, JS, Flask. The model we are using is VGG16 and the dataset is a Kaggle dataset.

The first challenge we ran into was using Transfer learning. It was our first time using Transfer Learning and also we were only 2 members in the team.

We are proud of the fact that we completed the project, and were able to run it.

We learned how to use Transfer Learning.

The next step for Nooks Clean is to add more waste categories and also improve the model used for classifying the waste.