EDGE-AI-STUDIO

Edge AI Studio is a collection of graphical and command line tools designed to accelerate edge AI development on TI processors and microcontrollers. Whether developing a proof of concept using a model from the TI Model Zoo or leveraging your own model, Edge AI Studio provides the tooling you need.

Model Composer is a fully integrated solution for collecting and annotating data, training and compiling models for deployment on a live development platform. Model Composer supports Bring-Your-Own-Data (BYOD), enabling the re-training of models from the TI Model Zoo with custom data to improve accuracy and performance. Model Composer is available as a cloud based application for vision based tasks and as both a cloud and desktop application for real-time control tasks.

Model Analyzer is a free online service for vision applications that allows for the evaluation of accelerated deep learning inference on remotely accessed development boards. With Model analyzer it only takes minutes to login, deploy a model and obtain a variety of performance benchmarks.

Model Maker is a command-line end-to-end model development tool. Model Maker includes features for dataset handling, model training and compilation. Expert users can use these tools to leverage their own models.

Model Selector is used for vision applications to find the model that best meets performance and accuracy goals from the TI Model Zoo. Learn current performance statistics of models such as FPS, Latency, Accuracy & DDR bandwidth.

Edge AI Studio supports the development of a number of different application types listed below.

Vision tasks:

• Object detection
• Image classification
• Semantic segmentation

Real-time control tasks:

• Arc fault detection
• Motor fault detection