TensorFlow Lite Micro Supported Platforms

42 views
Skip to first unread message

Constantinos Papadopoulos

unread,
Mar 10, 2022, 2:28:38 PMMar 10
to TensorFlow Lite
Dear all,

I am trying to develop an application using TensorFlow Lite for Microcontrollers and I was wondering if TensorFlow Lite Micro is compatible with any arduino board? The tensorflow page  lists only the Nano BLE Sense board. 

Moreover where could I find a detailed list of all the platforms/processors supported by the above framework?

Thanks in advance

Deqiang Chen

unread,
Mar 10, 2022, 4:54:08 PMMar 10
to Constantinos Papadopoulos, TensorFlow Lite
https://github.com/tensorflow/tflite-micro#community-supported-tflm-examples list a few platform-specific repos that is based on TFLM . 
Hope that helps!

Best regards!
Deqiang


--
You received this message because you are subscribed to the Google Groups "TensorFlow Lite" group.
To unsubscribe from this group and stop receiving emails from it, send an email to tflite+un...@tensorflow.org.
To view this discussion on the web visit https://groups.google.com/a/tensorflow.org/d/msgid/tflite/a8c8d766-0033-4f29-883c-6040d19fa613n%40tensorflow.org.

Peter Malkin

unread,
Mar 10, 2022, 6:10:56 PMMar 10
to Deqiang Chen, Constantinos Papadopoulos, TensorFlow Lite
Constantinos,

my team is actually working right now on a board that has EdgeTPU and a microcontroller. It is running TFM and can schedule inferences on the MCU itself, and on the EdgeTPU.

We do have a plan to support Arduino APIs, and are currently working on those. 

Corten Singer

unread,
May 12, 2022, 1:59:10 PMMay 12
to TensorFlow Lite, Peter Malkin, Constantinos Papadopoulos, TensorFlow Lite, deqi...@google.com
Hello there,
I just wanted to hop into this thread, because I am currently working on trying to get a TFLM model onto my embedded device. I recently asked this question in the SIG TLFM chat room, but figure it might be more appropriate here in the mailing list:

"I see that someone asked if there is any support for TFLM on a Nordic nRF platform, and the response was this link: https://devzone.nordicsemi.com/nordic/nordic-blog/b/blog/posts/nrf-tensorflow-support. Unfortunately, this blog post and the accompanying github repo are from a student project, and they warn that this code is not stable/supported or even functional.... I understand that there may not be C-specific support for the TFLM project. I simply want to confirm/verify that this is the case in this chat room with folks who are very familiar with TFLM before I move on to finding a new solution for my embedded application. For the sake of completeness, I am working with the nRF52840 chip on a custom board, and the code is written in C (not C++, with which I have zero experience). Is there a supported way to interface with TFLM in C for embedded applications? I have successfully created a great model in Python on my Desktop first, and my goal is to get it working on my nRF52 microcontroller. I also used Bazel to try and build a C-version of tensorflow/tensorflow/lite/c (https://github.com/tensorflow/tensorflow/tree/master/tensorflow/lite/c), but found out that the /micro/ subdirectory has been recently pulled out of this repo into a standalone repo, and now Im not sure if there exists a C-based option for the tflite-micro project. Cheers!"

Divya Tripathi

unread,
Nov 4, 2022, 8:02:47 AMNov 4
to TensorFlow Lite, Corten Singer, peter...@google.com, Constantinos Papadopoulos, TensorFlow Lite, deqi...@google.com
Hello Everyone,

I need to ask is there anyone who has experience of tensorflow Lite with Nordic devices?
@corten are you successful in the implementation so far?

Thank you in advance.

Regards,
Divya

Reply all
Reply to author
Forward
0 new messages