ArduinoTensorFlowLiteTutorials
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Breakage caused by removal of "Arduino_TensorFlowLite" library from Library Manager
The "Arduino_TensorFlowLite" library dependency of these tutorials was removed from Library Manager at the request of the TensorFlow Lite Micro maintainers (https://github.com/arduino/library-registry/pull/1748).
That removal impacts this project in several ways:
Documentation
The installation instructions specify installation of the library from Library Manager:
https://github.com/arduino/ArduinoTensorFlowLiteTutorials/blob/master/GestureToEmoji/exercises/exercise1.md#arduino-libraries
Install the following Arduino libraries using the Library manager:
- TensorFlow Lite library (search for "Arduino_TensorFlowLite")
This is no longer possible.
TensorFlow's library must be installed manually. The library's documentation provides instructions:
https://github.com/tensorflow/tflite-micro-arduino-examples#how-to-install
Code
TensorFlow's library does not contain the file tensorflow/lite/version.h
, so the code that contains an #include
directive for this header no longer compiles:
home/runner/work/ArduinoTensorFlowLiteTutorials/ArduinoTensorFlowLiteTutorials/GestureToEmoji/ArduinoSketches/IMU_Classifier/IMU_Classifier.ino:28:10: fatal error: tensorflow/lite/version.h: No such file or directory
#include <tensorflow/lite/version.h>
^~~~~~~~~~~~~~~~~~~~~~~~~~~
compilation terminated.
CI
The repository contains a GitHub Actions workflow that provides a "smoke test" on relevant changes to the project by compiling the sketches:
https://github.com/arduino/ArduinoTensorFlowLiteTutorials/blob/master/.github/workflows/compile-sketches.yml
The workflow is configured to install the dependency from Library Manager, which now fails:
Running command: /home/runner/bin/arduino-cli lib install Arduino_TensorFlowLite
Error installing Arduino_TensorFlowLite: Library 'Arduino_TensorFlowLite' not found
@per1234 Hi, thanks for you finding the same problem. In my project which needs to use Arduino_TensorFlowLite I just comment the code below:
\\#include <tensorflow/lite/version.h>
and it works. It seems no harm to the whole project.
Would you like to have a try here? Looking forward to your feedback.
@BenjaminDannegard this information might be of interest to you ^^