Overview¶
Fritz machine learning helps you teach your applications how to see, hear, feel, think, and sense. Create ML-powered features in your mobile apps for both Android and iOS. Start with our ready-to-use feature APIs or connect and deploy your own custom models.
Getting Started¶
- Get Started with the SDK - Use the iOS / Android SDK to create new experiences in your mobile apps.
- Get Started with the CLI - Use the CLI to train, test, and convert custom ML models.
Develop¶
Prebuilt Vision APIs
We’ve done the ML work to power all the computer vision features listed here. These are ready-built for mobile aplications and have simple APIs.
- Image Labeling - Classify images or video frames.
- Object Detection - Detect and locate different objects in a scene.
- Style Transfer - Transform ordinary images into artwork.
- Image Segmentation - Create pixel-perfect masks from different objects.
- Human Pose Estimation - Locate and track keypoints on a human body.
- Rigid Pose Estimation - Locate and track keypoints on any rigid body.
Custom Models
Do you already have your own ML model in a mobile format? If so, you can use Fritz to handle deployment, analytics, and model management. Learn more about using custom models.
Train¶
Simplify your mobile machine learning workflow with the CLI and Python library. Effectively train, test, and deploy your models in a mobile environment.
- Python Library : Integrate the Python library into your training notebooks to easily test out different model versions.
- CLI - Benchmark, convert, and train new custom models using the CLI.