Object Detection and Localization using Bag of Words Representation and Multi-Class Classification

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

1. vl-feat

To run the poject:

1. Install the dependency vl-feat by following the instructions given here.

2. Change the path to your image and code directory paths whereever mentioned in the comments.

3. Change the number of CPU cores.

4. Change the n_cat to number of categories you have.

5. Set number of clusters you want, k.