arduino / arduino/ArduinoTensorFlowLiteTutorials

Breakage caused by removal of "Arduino_TensorFlowLite" library from Library Manager

未关闭
#32 2 条评论 1 个 reaction 已指派 0 人 在 GitHub 查看
主要语言
Jupyter Notebook
星标
270
派生
122
PR 合并指标
30 天内没有已合并 PR

描述

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:

```text
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
^~~~~~~~~~~~~~~~~~~~~~~~~~~
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](https://github.com/arduino/compile-sketches#libraries) to install the dependency from Library Manager, which now fails:

```text
Running command: /home/runner/bin/arduino-cli lib install Arduino_TensorFlowLite
Error installing Arduino_TensorFlowLite: Library 'Arduino_TensorFlowLite' not found
```

贡献指南

这个仓库没有索引到贡献指南

调研方向

从 GestureToEmoji/exercises/exercise1.md 中的安装部分、IMU_Classifier sketch 和 .github/workflows/compile-sketches.yml 开始。检查 TensorFlow 库的安装方式以及 sketch 包含的 header,然后验证文档和 workflow 使用受支持的安装路径,并确认各个 sketch 都能成功编译。

由索引模型根据 Issue 内容生成。

评估

技术栈
github-actions, tensorflow
领域
ci-cd, documentation, embedded-iot
Issue 类型
缺陷
难度
4/5
预计耗时
3-5 天
活跃度
停滞
描述清晰度
基本清楚
新手友好度
35/100

把新 issue 发到你的邮箱

精选适合新手参与的 GitHub issue 摘要。