ML Kit
ML Kit is a mobile SDK developed by Google that provides ready-to-use machine learning models and APIs for Android and iOS apps. It enables developers to integrate features like text recognition, face detection, barcode scanning, and image labeling without deep ML expertise. The platform offers both on-device and cloud-based APIs for flexibility in performance and accuracy.
Developers should use ML Kit when building mobile applications that require AI-powered features but want to avoid the complexity of training and deploying custom models. It's ideal for use cases like scanning documents, detecting faces in photos, translating text, or identifying objects in images, as it provides pre-trained models that work offline and online. This saves development time and resources while ensuring reliable performance across devices.