Edge AI Studio⁽⁵⁾ is a collection of tools to accelerate the development of edge AI applications on TI's embedded processors including AM68A. The Edge AI studio lets you build, evaluate, and deploy deep learning models. The tool is free to use, and is available now. The Edge AI Studio has the following key features:

• No installation is required because the tool resides in the cloud
• Free access to hundreds of optimized, pretrained models
• Remote access to real evaluation hardware
• Bring your own data (BYOD), bring your own model (BYOM)

There are two tools as a part of the Edge AI Studio: model analyzer and model composer. Model analyzer, which is launching in 2Q 2023, allows connection remotely to real evaluation hardware to deploy and test AI model performance on a TI's embedded processor. Model analyzer helps a lot during the model evaluation phase. With model analyzer, the performance of AI model can be evaluated by:

• Selecting from hundreds of optimized, pretrained models or using a custom model (BYOM).
• Deploying models easily using industry standard APIs.
• Getting benchmarks for latency, frames-per-second processing, DDR bandwidth, and accuracy.

Model composer is a fully integrated solution for creating Edge AI applications. Model composer helps collect, annotate data, train, optimize and compile AI models for TI's embedded processors. This tool supports BYOD, which enables the retraining of the models form TI Model Zoo to fine tune the performance for your unique application requirements with custom data.