Inspiration
Reduce human error in recycling and help the environment
What it does
Alerts users whether to recycle or throw away
How I built it
We used ResNet with PyTorch to train image set TrashNet, and fed live images in using CV2
Challenges I ran into
Not powerful enough computer, errors in GitHub code
Accomplishments that I'm proud of
Creating a minimum viable product
What I learned
CVN2, ResNet
What's next for TRASH
Motion sensor Use SVM instead of SoftMax Try more complex datasets More specific detection
Built With
- cvn2
- machine-learning
- pytorch
- trashnet
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