They will get saved automatically. Check your Gallery, and the downloaded photos should be in the Whatsapp (I think) folder. Also, check your Whatsapp settings and see if the images are downloaded automatically or not.
Alternatively, you can check out the images that a person sent you by clicking on their name after you open the conversation, and then clicking on Media.