ML Image Identifier Lite is an educational app available on the iPhone platform that leverages machine learning to identify images in real-time. The app offers features such as image recognition for three categories - "Objects," "Cars," and "Food," along with text and facial recognition capabilities. It automatically adjusts image processing for devices running iOS 12, with additional optical character-recognition support for iOS 13 users. The app displays the top five predicted matches for categorized images based on neural networks' confidence levels.

Machine learning, once a concept from science-fiction, has become prevalent in our daily lives. ML Image Identifier Lite showcases the possibilities and limitations of machine learning, utilizing three ML models and Apple's Vision framework to demonstrate image recognition capabilities for various categories.