You can download the resolution that WhatsApp shares them at (look in your WhatsApp/media directory for them). You can't download the full resolution that was on the sender's device because WhatsApp never uploads that, only the compressed version. If you want more, ask the sender if they can share the original via the cloud service of your choice.