FieldDay, a Mobile ML Toolkit, empowers users to craft custom AI apps, integrate them into favored tools, and enhance camera utility through AI recognition. It simplifies AI training, testing, and management, offering real-time accuracy assessment and object recognition capabilities, all accessible via a mobile app available on the iOS App Store.