If you use WooCommerce 3.3.x then use WordPress Customizer (it’s a feature in the WordPress admin) to change the catalog and single product Image settings.
Go to Appearance > Customize > WooCommerce > Product Images.
After these changes, you need to Regenerate Thumbnails to apply them! You can use Regenerate thumbnails plugin to do this.
