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ML Kit | Google for Developers

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Machine learning for mobile developers

ML Kit brings Google’s machine learning expertise to mobile developers in a powerful and easy-to-use package. Make your iOS and Android apps more engaging, personalized, and helpful with solutions that are optimized to run on device.

Kickstart on-device GenAI with Gemini Nano

Tap into on-device generative AI for your Android app with Gemini Nano and ML Kit's GenAI APIs.

Summarization

Summarize articles and chat conversations into 1-3 bullet points.

Proofreading

Polish short content by refining grammar and fixing spelling errors.

Rewriting

Reword content in different styles, such as formally, concise, or even with emojis.

Vision APIs

Video and image analysis APIs to label images and detect barcodes, text, faces, and objects.

Barcode scanning

Scan and process barcodes. Supports most standard 1D and 2D formats.

Image labeling

Identify objects, locations, activities, animal species, products, and more. Use a general-purpose base model or tailor to your use case with a custom TensorFlow Lite model.

Digital ink recognition

Recognizes handwritten text and handdrawn shapes on a digital surface, such as a touch screen. Recognizes 300+ languages, emojis and basic shapes.

Selfie segmentation

Separate the background from users within a scene and focus on what matters.

Natural language APIs

Natural language processing APIs to identify and translate between 58 languages and provide reply suggestions.

Translation

Translate text between 58 languages, entirely on device.

Smart reply

Generate reply suggestions in text conversations.

Detect and locate entities (such as addresses, date/time, phone numbers, and more) and take action based on those entities. Works in 15 languages.

[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],[],[],[]]


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