xuefeicao / Alz_location_detect

Hackathon Project at Brown 2016 Summer

Tensorflow VGG16 for AlzEYEmer

First download vgg16.npy from https://drive.google.com/drive/folders/0Bynv9fOtHYAJOHl0c2NKLXVxN28

This is a project for Hackathon 2016 summer at Brown

Getting Started

Before using the repo, download the vgg_pretrained weight

Introduction

Try to use deep learning technique to identify dangerous locations for Alzheimer's patients and provide corresponding instructions.

Built With

• Python 2.7

How to use

Take an image and our functions will return the location of this image:

dic = {0:'basement',1:'bathroom',2:'bedroom',3:'dining_room',4:'kitchen',5:'living_room', 6:'street_building'}

import alz_1
alz_1.vgg_cl(image)
NOTE: this image should be a matrix(gray scale is accepted)

Extra

This model is trained from part of SUN database