Hi,
I want to detect a cat image. Rest all images are i am treating as a non-cat. Do i need to treat this as a two class problem(should i use two nodes at the end?)?  Can I use only one node at the end and after model trained, use threshold to differentiate two whether image is cat or non-cat?