In 2009, NRL performed an inspection of the USS NIMITZ. In less than 4 days, using digital handheld cameras, over 3000 images depicting the ship's complete topside surfaces were collected. These images were analyzed using automated algorithms that quantified the corrosion damage and coatings color variation. NRL is currently finalizing the inspection protocols for collecting topside image sets. A suite of algorithms referred to as the Automated Freeboard Topside Coatings Assessment Toolkit (AFTCAT) is also under development for quantifying the corrosion damage, the color variation(including pinking, fading and an aesthetics assessment), the extent of coatings delamination and blistering in these image sets. These algorithms will also automatically generate reports of inspection results. The inspection protocols and AFTCAT should allow the complete topside coatings of a carrier to be assessed in approximately one week, thereby allowing improved allocation of limited maintenance in light of a condition based assessment of the topside condition.