Thumbnails showing blank post tempthumb directory data deleted

Hi, I am using kaltura and we had low storage on server. so after some research on forums itself I got to know that we can delete data of tempthumb data as this is used for caching only. Now after deleting the data thumbnails are not loading for my content. Can anyone please help me.