mikkoim / CO2_classifier

Recognizes food dishes and ingredients in them using CNNs, and calculates the CO2-emissions with a novel food-ingredient/CO2 dataset

CO2_classifier

Calculates CO2 emissions of foods using CNN:s. Program uses a CNN based on the Inception architecture to classify a food dish from 101 dish classes. In addition we combined recipe information with CO2 emissions of different food ingredients to show CO2 emissions of the detected food dish.

Datasets

Images/Dishes -> Food-101: https://www.vision.ee.ethz.ch/datasets_extra/food-101/

Recipes -> Yummly28K: http://isia.ict.ac.cn/dataset/