cg342 / image-based-food-recognition-with-matlab

Image-Based Food Recognition By MATLAB

• database images in the folder /Training Code/Fruit DB Preprocessed
• Please run user_interface.m to start our application

Files description: user_interface.m generates the user interface

ManualSegmentation.mpreprocesses our dataset before we train our classifier over this dataset

preprocess.m function for preprocessing (resizing, padding) of the image

segment2single.m function for segmenting the image

train.m trains the classifier and saves it to file

classifier_gaussian.mat the trained classifier

classify.m function to classify a new image

lookfruit.m function that gets the label of the class and returns its calorie

caloriematrix.dat saved matrix that serves as our calorie database