Incorporating machine learning into your Android app

ML Kit is a set of machine learning APIs designed for Android and iOS, enabling developers to incorporate machine learning capabilities into mobile apps without needing extensive knowledge of machine learning algorithms. It offers functionalities such as text recognition, image labeling, barcode scanning, and object detection, allowing these processes to run on-device for enhanced speed and privacy. The article demonstrates how to implement ML Kit with Android Studio, particularly focusing on text recognition and object detection, using pre-trained models to save time and resources. While ML Kit provides significant advantages, such as real-time processing and pre-trained models, it also has limitations in accuracy and performance for specific use cases. Additionally, the article touches on Firebase Machine Learning as an alternative for developers seeking a broader set of machine learning tools, including custom model training and deployment.