CNN Architectures
Fifteen years of vision architecture research boiled down to a handful of ideas that survived contact with reality: go deeper, but only once you can actually train the depth; use small filters repeatedly rather than large ones once; and share computation aggressively when compute or memory is scarce. Nearly every architecture below is one of these ideas, applied and refined.