Coons. I can fence dogs out. Coons are cunning. BTW- just shoot the darn thing or flat rock it if you trap it. Most states have laws about "relocating" them.
Don't release it to become someone else's problem. They carry disease and are over-populated from scavenging human garbage and pet food.