The project is based on Image classification and Localization. We are using Caltech 101 and Caltech 256 datasets for the project. The main code can be accessed at
Machine-Learning-Project/src/main
The folder contains two files, main1.m
is for the Image classification part and main2.m
is for Image localization part.
####Dependencies
vl-feat
To run the poject:
-
Install the dependency
vl-feat
by following the instructions given here. -
Change the path to your image and code directory paths whereever mentioned in the comments.
-
Change the number of CPU cores.
-
Change the n_cat to number of categories you have.
-
Set number of clusters you want, k.