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TensorFlow Lite is TensorFlow’s lightweight solution for mobile and embedded devices. It lets you run machine-learned models on mobile devices with low latency, so you can take advantage of them to. Testing TensorFlow Lite models on Android, especially on the emulator, isn’t trivial. Image classification can be a multi-step process, similar to this: Capture image or frame from device’s camera. Preprocess bitmap (cropping, rotating, transformation, or color enhancements). Convert bitmap to the format supported by a machine learning model. Android Oreo (codenamed Android O during development) is the eighth major release and the 15th version of the Android mobile operating system.It was first released as an alpha quality developer preview in March 2017 and released to the public on August 21, 2017.. It contains a number of major features, including notification grouping, picture-in-picture support for video,.