Yes, you can tell if a caterpillar is poisonous by seeing the color of the fur. Almost all poisonous caterpillars have spines or hair. They transfer their poison into the bodies of animals and humans.
You can recognize it by the color of the fur. It’s better not to touch any caterpillar and keep it away from your children and animals because you never know when it will bite you.