The dog was rescued from a playground in Chester.
Animal control officers sent Action News this video of the dog as it was being treated at West Chester Veterinary Medical Center on Friday morning.
It is being treated for emaciation and dehydration.
Police are now trying to find the person who left the animal in such a bad condition.