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GarbageFlow

  • A Machine Learning Project utilizing ResNet50 model from Tensorflow to classify images of garbages into 6 categories: Glass, Metal, Mixed Paper, Plastic, Organic, Garbage
  • Pre-trained model from Tensorflow using Transfer Learning to modify last layer to specify the categorical outputs
  • Dataset Modified from Kaggle - Garbage Classification (12 Classes) by MOSTAFA MOHAMED
  • Achieved an accuracy of up to 95%
  • Try it out here! --------> https://utmist-w2023.vercel.app

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