Use on-device machine learning in your apps to easily solve real-world problems.
ML Kit is a mobile SDK that brings Google's on-device machine learning expertise to Android and iOS apps. Use our powerful yet easy to use GenAI, Vision and Natural Language APIs to solve common challenges in your apps or create brand-new user experiences. All are powered by Google's best-in-class ML models and offered to you at no cost.
ML Kit's APIs all run on-device, allowing for real-time use cases where you want to process a live camera stream for example. This also means that the functionality is available offline.
What's new
- We launched the beta version of the GenAI APIs, offering out-of-the-box quality for common use cases through a high-level interface. Initial launch includes Image Description, Proofreading, Rewriting and Summarization.
Learn more
- GenAI APIs harness the power of Gemini Nano to help your app perform tasks. These APIs provide out-of-the-box quality for popular use cases such as: Image Description, Proofreading, Rewriting and Summarization.
- ML Kit also offers ready-to-use APIs powered by Google's ML models: text recognition, face detection, barcode scanning, image labeling, object detection and tracking, pose detection, selfie segmentation, smart reply, text translation, and language identification.
- Learn how to use custom TensorFlow Lite image labeling models in your apps. Read Custom models with ML Kit.
- Take a look at our sample apps and codelabs. They help you get started with all of the APIs.
Other resources
If ML Kit's turn-key APIs don't meet your needs and you require a more custom solution, visit the On-device Machine Learning page for guidance on all of Google's solutions and tools for on-device machine learning.