Our domain for Best Domain from domain.com - nooks-clean.tech
The inspiration was to make the earth cleaner.
What it does
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.
How we built it
We built it using TensorFlow, Flask, HTML, CSS, JS, Flask. The model we are using is VGG16 and the dataset is a Kaggle dataset.
Challenges we ran into
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.
Accomplishments that we're proud of
We are proud of the fact that we completed the project, and were able to run it.
What we learned
We learned how to use Transfer Learning.
What's next for Nooks Clean
The next step for Nooks Clean is to add more waste categories and also improve the model used for classifying the waste.