Deleting theme generated post thumbnails

hi, i am in trouble with theme generated thumbnails. i have imported around 10000 posts almost with 50000 images. Then custom theme generated 23 thumbnails for each image. Now i have more than 200 gb uploads folder. I need some help. How can i bulk delete thumbnails from uploads folder and database? Thanks in advance.