A collection of machine and deep learning models designed to run on mobile devices.
Models in this repository contain code and utilities for training models as well as converting them to mobile-friendly formats like Core ML, TensorFlow Mobile, and TensorFlow Lite.
Fritz AI is the machine learning platform for iOS and Android developers. Teach your mobile apps to see, hear, sense, and think. Get started quickly with [our pre-trained APIs](https://www.fritz.ai/product/pretrained.html?utm_source=github&utm_campaign=fritz-models, or use Fritz AI Studio to build and deploy your own custom models.
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To see live demonstrations of these models running on-device, the Heartbeat App is available in both the App Store (source code) and Play Store (source code).
If you'd like to incorporate any of these models or versions you've trained into your own app, head over to Fritz. SDKs are available for both iOS and Android.
Large files like model checkpoints, data, and archives of compiled code are managed via git lfs. You need to have Git LFS installed in order to download these files. Installation instructions are available here.
If you have Git LFS installed, large files will download automatically by default. This can take a while and require a good connection. To clone this repository without downloading the model checkpoints, you can run:
GIT_LFS_SKIP_SMUDGE=1 git clone ...To keep tabs on what we’re up to, and for an inside look at the opportunities, challenges, and tools for mobile machine learning, subscribe to the Fritz AI Newsletter.
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For any questions or issues, you can: