TMIC is an App Inventor extension for the deployment of ML models for image classification developed with Google Teachable Machine in educational settings. Google Teachable Machine, is an intuitive visual tool that provides workflow-oriented support for the development of ML models for image classification. Aiming at the usage of models developed with Google Teachable Machine, the extension TMIC enables the deployment of the trained models exported as TensorFlow.js to Google Cloud as part of App Inventor, one of the most popular block-based programming environments for teaching computing in K-12. The extension was created with the App Inventor extension framework based on the extension PIC and is available under the BSD 3 license. It can be used for teaching ML in K-12, in introductory courses in higher education or by anyone interested in creating intelligent apps with image classification. The extension TMIC is being developed by the initiative Computa\c{c}\~ao na Escola of the Department of Informatics and Statistics at the Federal University of Santa Catarina/Brazil as part of a research effort aiming at introducing AI education in K-12.
翻译:谷歌教学机是一个直观的视觉工具,它为开发ML图像分类模型提供了面向工作流程的支持。为了使用谷歌教学机开发的模型,TMIC扩展使得能够将作为TensorFlow.js 输出到谷歌的经过培训的模型作为App Inventor的一部分用于谷歌云,这是在K-12教学中最受欢迎的基于块的编程环境之一。扩展与基于PIC扩展的App Inventor扩展框架一起创建,并可在BSD 3许可证下提供。它可用于K-12教学、高等教育入门课程或任何有意创建智能应用图像分类软件的人。扩展 TMIC正在由Santa Catarina/巴西联邦大学信息学和统计系的Comuta\c{c ⁇ ao na Escola倡议开发,作为旨在在K-12引进AI教育的研究工作的一部分。