EDGE-AI-STUDIO

Edge AI Studio is a collection of tools aimed to accelerate the development of edge AI application on TI embedded devices.

Model Analyzer, formerly known as TI edge AI cloud, is a free online service 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 Composer is a fully integrated solution for creating edge AI applications. Collect, annotate data, train models, and compile models for deployment on edge devices. It supports Bring-Your-Own-Data (BYOD), enabling the re-training of models from the TI Model Zoo with custom data. This allows for more performance optimization.

Edge AI studio is available on the TI Developer Zone.

• Model Composer:
  • Train, compile and deploy models on a local TI developoment board
  • Object detection
  • Image classification
  • Semantic image segmentation
• Model Analyzer:
  • Evaluate embedded deep learning inference on a remote TI development board
  • Benchmark embedded deep learning inference in under five minutes
  • Deploy a custom model in less than 30 minutes
  • Obtain latency, frames-per-second processing, DDR bandwidth and accuracy benchmarks