https://github.com/avinashupadhya99/nooksclean

https://github.com/avinashupadhya99/nooksclean

Last synced: 16 days ago
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• Host: GitHub
• URL: https://github.com/avinashupadhya99/nooksclean
• Owner: avinashupadhya99
• Created: 2021-03-28T16:00:44.000Z (almost 4 years ago)
• Default Branch: main
• Last Pushed: 2021-03-28T16:41:52.000Z (almost 4 years ago)
• Last Synced: 2025-01-10T08:47:46.415Z (22 days ago)
• Language: HTML
• Size: 94.8 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# NooksClean

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

## Inspiration

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.