Question: how to find deleted twitter photos?
Answer: Log in to your Twitter account.
Whenever you upload a tweet, open the tweet and right-click the picture and select "Copy image address".
After tweet deletion, copy the deleted Twitter images' URLs in a new browser. ... 
Then you can right-click the Twitter images and save them again.