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Smartphone App to Detect Garbage Using Deep Learning

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SpotGarbage

Smartphone App to Detect Garbage Using Deep Learning

###Description

  • The SpotGarbage_GarbNet folder contains the caffe model related files for GarbNet.
  • The code to test GarbNet is given in files named garbnet_demo in HTML, standard Python and Jupyter Ipython Notebook formats.
  • The code requires the following dependencies installed:
    • Caffe (CPU or GPU)
    • OpenCV
    • PIL
    • Numpy

###Instructions

  • Put the images on which garbage needs to be detected in the input folder.
  • Run the garbnet_demo.py or run the code snippets through the Ipython notebook.
  • The predictions will be made and the images with garbage regions segmented will be saved in the output folder.

###SpotGarbage Apk The SpotGarbage apk can be installed on any smartphone having Android OS 4.0.3 or above. It has been successfully tested on Nexus 5, Nexus 6, Moto G3, Moto X and Lenovo K3 Note with Android OS 6.0 (Marshmallow).

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