Mobile Machine Learning Made Easy

Fritz is the end-to-end solution for on-device ML. Create ML-powered features in your app with ease and cross-platform support. Build compelling apps using Fritz today.

Get started quickly

We make it easy to build your app with ready-to-use features that work on any device. No machine learning expertise required.

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Already an ML expert?

Get more from your current ML models. Manage, protect, deploy, and measure performance on any platform, device or connectivity.

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Build with Fritz

Add ML-powered features to your app with only a few lines of code. Choose from ready-to-use Feature APIs with ML models baked right in, or use your own custom models. What will you build with Fritz?
Object Detection

Identify objects within
an image or live video

Use Object Detection to identify and track things within the contents of an image or each frame of live video.

More about Object Detection »

Image Labeling

Recognize people,
places, and things

Use Image Labeling to recognize people, places, with a collection of hundreds of labels.

More about Image Labeling »

Style Transfer

Stylize Photos and the
world around you

Use Style Transfer to bring real-time creativity to your apps. Transform photos and video into artistic masterpieces.

More about Style Transfer »

Image Segmentation

Interpret images
pixel by pixel

Use Image Segmentation to recognize everyday objects and identify exactly which pixels belong to each object.

More about Image Segmentation »

Cross Platform

Manage your own models on the edge

Use any custom model with the SDK to monitor usage and performance, and update your models over-the-air.

Live Demo App

Experience all of the ML-enhanced features for yourself by downloading our app.

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What People are Building

PlantVillage Nuru

Helping farmers diagnose crop disease in the field.

“Fritz helped us move our cloud-based deep learning model into the app and lets us deploy improved models to our users over-the-air, anytime.”

- Amanda Ramcharan, AI Lead


Turn paper into an AR saber.

“InstaSaber is a lot of fun, but it took a huge amount of work to get everything running in real-time. With Fritz, we can monitor that performance over time and make sure our users are always getting a great experience.”

- Hart Woolery, CEO

Analytics + Monitoring

Use Fritz to enhance your existing Machine Learning features. We’ll make sure you can easily measure and update your models across hardware revisions as your product matures.


View valuable information about the usage patterns for your ML models. Report on devices, audience reach, and more.



Benefit from performance profiling of your custom model speed and size across all user devices. Determine if users are having the experience you intended.


Content I/O Sampling

Capture real-world input and output with user opt-in. Use sampled data to improve model performance and accuracy.

Why run on the edge?

High Value

Cloud-based providers of ML are expensive. Edge-computing saves time and money.


Whether a few devices or millions, ML on-device scales consistently.


Avoiding network round-trips and data shuffling results in brilliant performance.


Personal and identifying information does not need to be sent to the cloud, ever.

Available Offline

All our edge solutions work fully offline for maximum portability (even on airplane mode).


From photos to current whereabouts, local data can stay entirely on device.

Heartbeat by Fritz

Blog & Community

Heartbeat offers practical advice, technical guides, and thoughtful discussion to get you started with mobile machine learning. Visit Heartbeat to read our blog, or sign up below for the latest news delivered via email.

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Alchemy by Fritz

Ultimate Free Tools for Mobile Machine Learning

Alchemy is our collection of free community tools. They help you understand how your models will perform on mobile. You can benchmark, analyze, and convert models right inside your browser.

Get your model


Analyze your model to determine how it will perform on mobile devices.

Upload your Model


Easily create a mobile version of your model for iOS devices, no code required.

Instant Access

Instant Access

No account, login, or registration required. Completely free.

Use Alchemy