Maybe. You only know after you tried.
The longer ago and the more you did on that disk after the deletion, the smaller the chance. So if it's serious, stop using that PC immediately, take the disk out, put it in an external enclosure and try the usual tools on another PC.
Can deleted photos from your PC be recovered with the help of any third party tools?