jandoG / Bag-of-Visual-Words-Python

Implementing Bag of Visual words approach for object classification and detection

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Bag-of-Visual-Words-Python

This is a python implementation of the Bag of Visual Words model. Be sure to check it out on my blog

Project Architecture :

:::python 
- root dir/
	|- images/
			|- test /
				|- obj1/
				|- obj2/

			|- train /
				|- obj1/
				|- obj2/

	|- helpers.py
	|- Bag.py 


:~$ python Bag.py --train_set images/train/ --test_set images/test/

Output

![im1](readme_im/ac1.png) ![im2](readme_im/bk1.png) ![im3](readme_im/bk2.png) ![im4](readme_im/dollar1.png) ![im5](readme_im/sbb3.png) ![im5](readme_im/normalized_7.png)

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Implementing Bag of Visual words approach for object classification and detection


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