First download vgg16.npy from https://drive.google.com/drive/folders/0Bynv9fOtHYAJOHl0c2NKLXVxN28
This is a project for Hackathon 2016 summer at Brown
Before using the repo, download the vgg_pretrained weight
Try to use deep learning technique to identify dangerous locations for Alzheimer's patients and provide corresponding instructions.
- Python 2.7
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)
This model is trained from part of SUN database