/ecan_app

My first django app developed during a GRA at NYU in 2015. Tracks garbage imagery and tries to classify new objects using Random Forests.

Primary LanguagePython

E-can Django App

This repo was developed during my Graduate Reasearch Assistantship (GRA) at NYU. It includes a Django application used to store garbage images and then classify them into classes with a Random Forest algorithm (using Histograms Of Oriented Gradients as input).

The objective was to collect 360 degree images with a Raspberry Pi and track/classify them with the app.

Important

Please note that this was one of my first-ever experiences with python. As such, code reflects almost 0 years of experience.

System Schematic

system_schematic

HoG Example

hog_example

Data Collection Schematic

data_collection_schematic