tensorflow / tensorflow/tflite-support
Document TFLite Support vs MediaPipe
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- Dominant language
- C++
- Stars
- 441
- Forks
- 146
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Description
Hi all, could you please consider documenting which parts of tflite-support are to be considered superseded by MediaPipe?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!
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First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Review the linked TFLite Android quickstart and the referenced issue discussions first. Document which TFLite Support and Task Library components are superseded by MediaPipe, whether the Task Library is deprecated, and which option users should choose; done when the status is explicit in the relevant documentation.
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Assessment
- Tech stack
- android
- Domain
- documentation, mobile-dev
- Issue type
- Documentation
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100