Remove /category for Woocommerce

Hi, does this product remove the /product-category from the Url ?

This is my url http://www.buybuy.sg/product-category/bathtubs-singapore-portable/

I want it to be http://www.buybuy.sg/bathtubs-singapore-portable/

ALso can this plugin remove /shop in the URL ?

https://wordpress.org/plugins/wordpress-seo/