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Scanbage

What it does

  • A Web App to sort your waste via scanning the uploaded images
  • Classifies the waste material in the image into 6 categories :
    1. Cardboard
    2. Glass
    3. Metal
    4. Paper
    5. Plastic
    6. Trash
  • The results of tells if the item should be recycled, composted, put into the general trash or needs special treatment (hazardous materials)
  • Tells the information on how much CO2 emission they avoided

How to use

  • Click Login to start with a free account

homePageLogin loginPage

  • Click Explore to start

homePageExplore

  • Choose an image to be uploaded

uploadImage

  • Upload the file

uploadedPic

  • Get the result within seconds with atmost accuracy

resultPage

How was it built

  • Pre-Trained image detection model DenseNet-121
  • DenseNet-121 is pre-trained on ImageNet to distinguish 1000 classes of objects
  • Dataset is trained using VGG16 Transfer Learning Technique of CNN for the classification

Try the Web App :

https://scanbage.herokuapp.com/

Model :

https://github.com/rishabh1402/scanbage

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