IamTyrone / SpotGarbage

Smartphone App to Detect Garbage Using Deep Learning

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).