This project offers a single Android application package (APK) solution for on-device Machine Learning Operations (MLOps). As one of the core components, this APK includes an Android Service that uses ML API to maintain NNStreamer pipelines and Machine Learning (ML) models for those pipelines. The Service exposes multiple end-points to address ML computation offloading requests from external Tizen and Android devices, as well as ML task delegation requests from other Android applications running on the same device. The APK also provides an Android Activity that controls the Service's features. This Activity enables users to supervise the ML models and pipelines while hosting a user interface to visualize the results of the ML computations. In addition, sample applications are provided as concrete examples to demonstrate how to use the Service to perform external ML computation offloading and internal delegation of ML task requests.
Note that the license of this repository, Apache-2.0,
is only valid for the set of Android components provided this repository. Other software components
used in this project, such as: NNStreamer, ML API, TensorFlow Lite, etc. (especially, the files and
the cloned repositories under the externals directory), are provided as-is and are governed by
their respective licenses.
