Thank you all for your responses! I finally figured it out after reading your input, it releases from the side! I was looking for a slot on the top or bottom and didn't think to look at the side, but there's a slot right there. Has anyone seen this before? I haven't.

It looks like I won't have to deflate the tire or dremel the brake after all.