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tensorflow / tflite-support

TFLite Support is a toolkit that helps users to develop ML and deploy TFLite models onto mobile / ioT devices.
Apache License 2.0
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Document TFLite Support vs MediaPipe #969

Open Tachi107 opened 7 months ago

Tachi107 commented 7 months ago

Hi all, could you please consider documenting which parts of tflite-support are to be considered superseded by MediaPipe? It has been mentioned multiple times that MediaPipe is what you are focusing on now (https://github.com/tensorflow/tflite-support/issues/723#issuecomment-1537270155, https://github.com/tensorflow/tflite-support/issues/880#issuecomment-1251573230, https://github.com/tensorflow/tflite-support/issues/885#issuecomment-1451374311, https://github.com/tensorflow/tflite-support/issues/894#issuecomment-1304598173, https://github.com/tensorflow/tflite-support/issues/917#issuecomment-1547205985), but a lot of existing documentation, like the TFLite Android quickstart, still suggests using the TensorFlow Lite Task Library.

It'd be nice to know if the TFLite Task library is to be considered deprecated, and whether MediaPipe should be used instead.

Thanks!

wildsurfer commented 7 months ago

+1

tomtom215 commented 4 months ago

+1

Tachi107 commented 1 month ago

It's official. According to the LiteRT announcement blog post, MediaPipe Tasks is now the recommended replacement for the TFLite Tasks library.