Mobile Machine Learning Platform | Fritz AI

Fritz AI for Mobile

Quickly move from idea to production-ready app with our mobile machine learning platform.

Start building – without a PhD in machine learning

Our integrated platform empowers your dev team to tackle each challenge in the mobile ML lifecycle: generate and collect labeled datasets, train optimized models without code, deploy and manage on any mobile platforms, and improve models and app UX based on real-world data.
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All-in-one Platform

Fritz AI solves the entire lifecycle of mobile machine learning end-to-end.

Create Datasets




Dataset Generator
Model Training
Model Delivery Network
Dataset Import
Benchmark Performance
Model Protection
Model Analytics
Dataset Collection System
Model Retraining

Create Datasets

Create ready-to-train image datasets with accurate labels to be used in the training of models for mobile deployment.

Watch a Quick-start Tutorial

  • Datset Generator – Synthetic data creation
  • Dataset Collection System – Real-world device data
  • Dataset Import – Upload and annotate images


Train production-ready mobile machine learning models from datasets – without any code.

Watch a Quick-start Tutorial

  • Benchmark on-device model performance without deploying
  • Deploy model versions to test devices while training
  • Track training configurations and hyperparameters


Deploy the right model to the right device. Convert and protect models across platforms, without losing accuracy or performance.
  • Native cross-platform mobile SDKs
  • Protect models from attackers and copycat apps
  • Model Delivery Network – Live model updating and edge-caching


Improve deployed models running on-device. Collect real-world data, retrain models, and push improvements live.
  • Dataset Collection System – Real-world device data
  • Analyze performance by platform, device and processor
  • Test and experiment with model versions

Available Models

Fritz AI Studio supports these model architectures for a wide range of solutions.

Video Tutorials

These quickstart tutorials cover the basics of working with Fritz AI's machine learning models.

YouTube Playlist: Fritz AI Product Tutorials

Pre-Trained Models for Mobile

Pre-trained models provide launchpads for your own creativity and imagination. With multiple pre-trained variants, there's a model to fit almost any desired experience.

Watch a Quick-start Tutorial

Recognize people, places, and things with hundreds of labels.

Identify and track objects within an image or video.

Recognize people and objects to separate them from the background.

Turn photos and videos into unique masterpieces based on real art.

The Benefits of On-Device ML

Mobile machine learning delivers much-needed benefits over cloud-deployed ML.


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


ML on-device performs consistently on a few devices or a few million, unlike cloud-based solutions.

High Value

Cloud-based providers of ML are expensive. Using local on-device processing saves money.


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

Available Offline

All Fritz AI solutions work fully on-device and offline for maximum portability (even on airplane mode).


From photos to current whereabouts, useful data can stay entirely local and never touch the cloud.

Built with Fritz AI for Mobile

We make machine learning easy on iOS and Android, but our customers make magic. Learn more about the amazing experiences our talented customers have built.