Texas Instruments Edge AI Studio

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Texas Instruments Edge AI Studio is a collection of tools that accelerates the development of Edge AI applications on TI embedded devices.

Model Analyzer, formerly known as TI Edge AI Cloud, is a free online service that evaluates accelerated deep learning inference on remotely accessed development boards. With the Model Analyzer, the user can log in, obtain a variety of performance benchmarks, and deploy a model in just minutes.

Model Composer is a fully integrated solution for creating Edge AI applications. It collects and annotates data, trains models, and compiles models for deployment on edge devices. It supports Bring-Your-Own-Data (BYOD), which enables the retraining of models from the TI Model Zoo with custom data, allowing for more performance optimization.

Features

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

Model Composer
- Train, compile, and deploy models on a local TI development board
- Object detection
- Image classification
- Semantic image segmentation

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