SIFT

Scanning by Intelligent Food Tracker
NUS CS5224 Project
March 2020

Requirement:

absl-py==0.9.0 astor==0.8.1 bleach==1.5.0 certifi==2019.11.28 Django==2.0.6 gast==0.3.3 grpcio==1.27.2 h5py==2.10.0 html5lib==0.9999999 Keras==2.2.5 Keras-Applications==1.0.8 Keras-Preprocessing==1.1.0 Markdown==3.2.1 mkl-fft==1.0.15 mkl-random==1.1.0 mkl-service==2.3.0 numpy==1.18.1 olefile==0.46 Pillow==7.0.0 protobuf==3.11.3 pytz==2019.3 PyYAML==5.3 scipy==1.4.1 six==1.14.0 tensorboard==1.7.0 tensorflow==1.7.0 termcolor==1.1.0 uWSGI==2.0.18 Werkzeug==1.0.0

Quick start

python manage.py runserver 127.0.0.1:8008 --insecure

model

you need to download the model weight if you want to run the model.

yolov3

link: https://drive.google.com/open?id=14hdXY8AJugvSHlTagZYjLJ8h8989UTC1 path: models/darknet/backup/food/yolov3-food_final.weights

xception

link: https://drive.google.com/open?id=12VfIb4q5CCC_V5PC8V4hFKQNrs7x11o1
path: models/classification/models/xception-0-15-0.82.h5

food231

link: https://drive.google.com/open?id=11oVuB4muzv-VlVEeJraBsG7g0-GxHDXQ path: models/classification/class_index/food231.npy