EDGE-AI-STUDIO

Model Composer is a fully integrated no-code solution for training and compiling models for deployment into edge AI applications. It supports Bring-Your-Own-Data (BYOD), enabling the re-training of models from the TI Model Zoo with custom data. Deploy to your local development board.

Tasks supported:

• Image classification
• Object detection
• Semantic segmentation
• AC/DC Arc fault detection
• Passive Infra Red (PIR) classification for CC27xx
• Motor bearing fault detection
• Blower Imbalance detection
• Time-series Classification task support for C2000, MSPM0, CC27xx
• Surface Classification for mmWave
• Point Cloud Classification task support for mmWave

Edge AI Studio is part of the CCStudio™ development tool ecosystem. Edge AI Studio is a collection of graphical and command line tools designed to accelerate edge AI development on TI processors, microcontrollers, connectivity devices and radar sensors. It supports both AI-accelerated devices such as processors featuring a C7™ NPU or microcontrollers featuring a TinyEngine™ as well as AI-supported devices without a dedicated accelerator.

The Edge AI Studio graphical user interface provides a fully integrated solution for data management, model training and deployment on a live development platform. Select from a variety of optimized pre-trained models in the TI Model Zoo and optionally re-train them with custom data (BYOD) to improve accuracy and performance.

Features

• TI Model Zoo containing a wide variety of optimized models
• Supports tasks and models across Time Series, Vision, and Radar
• Supports devices across processors, microcontrollers, connectivity devices and radar sensors
• Data collection
• Data annotation
• Model training with custom data (BYOD)
• Deploy to a live device
• Integration with CCStudio™ IDE