EDGE-AI-STUDIO

Software development tools for edge AI

EDGE-AI-STUDIO

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Overview

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.

Features
  • 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
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IDE, configuration, compiler or debugger

EDGE-AI-STUDIO Edge AI Studio

Supported products & hardware

Supported products & hardware

Products
Arm-based processors
AM623 Internet of Things (IoT) and gateway SoC with Arm® Cortex®-A53-based object and gesture recognition AM625 Human-machine-interaction SoC with Arm® Cortex®-A53-based edge AI and full-HD dual display AM625-Q1 Automotive display SoC with embedded safety for digital clusters AM62A3 1 TOPS vision SoC with RGB-IR ISP for 1-2 cameras, low-power, video surveillance, retail automation AM62A3-Q1 Automotive 1 TOPS vision SoC with RGB-IR ISP for 1-2 cameras, driver monitoring, dashcams AM62A7 2 TOPS vision SoC with RGB-IR ISP for 1-2 cameras, low-power systems, machine vision, robotics AM62A7-Q1 2 TOPS vision SoC with RGB-IR ISP for 1-2 cameras, driver monitoring, front cameras AM68A 8 TOPS vision SoC for 1-8 cameras, machine vision, smart traffic, retail automation AM69A 32 TOPS vision SoC for 1-12 cameras, autonomous mobile robots, machine vision, mobile DVR, AI-BOX TDA4VM Dual Arm® Cortex®-A72 SoC and C7x DSP with deep-learning, vision and multimedia accelerators TDA4VM-Q1 Automotive system-on-a-chip for L2, L3 and near-field analytic systems using deep learning
Hardware development
Evaluation board
J721EXCPXEVM Common processor board for Jacinto™ 7 processors J721EXSOMXEVM TDA4VM and DRA829V socketed system on module (SoM) SK-TDA4VM TDA4VM processor starter kit for edge AI vision systems SK-AM62A-LP AM62A starter kit for low-power Sitara™ processors SK-AM68 AM68 and AM68A starter kit for vision AI and general purpose processors SK-AM69 AM69 and AM69A starter kit for vision AI and general purpose processors SK-AM62B-P1 AM62x Starter Kit EVM with PMIC
Development kit
SK-AM62-LP AM62x starter kit for low-power Sitara™ processors

EDGE-AI-STUDIO Edge AI Studio

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Latest version
Version: 0.9
Release date: 01 Mar 2023
Products
Arm-based processors
AM623 Internet of Things (IoT) and gateway SoC with Arm® Cortex®-A53-based object and gesture recognition AM625 Human-machine-interaction SoC with Arm® Cortex®-A53-based edge AI and full-HD dual display AM625-Q1 Automotive display SoC with embedded safety for digital clusters AM62A3 1 TOPS vision SoC with RGB-IR ISP for 1-2 cameras, low-power, video surveillance, retail automation AM62A3-Q1 Automotive 1 TOPS vision SoC with RGB-IR ISP for 1-2 cameras, driver monitoring, dashcams AM62A7 2 TOPS vision SoC with RGB-IR ISP for 1-2 cameras, low-power systems, machine vision, robotics AM62A7-Q1 2 TOPS vision SoC with RGB-IR ISP for 1-2 cameras, driver monitoring, front cameras AM68A 8 TOPS vision SoC for 1-8 cameras, machine vision, smart traffic, retail automation AM69A 32 TOPS vision SoC for 1-12 cameras, autonomous mobile robots, machine vision, mobile DVR, AI-BOX TDA4VM Dual Arm® Cortex®-A72 SoC and C7x DSP with deep-learning, vision and multimedia accelerators TDA4VM-Q1 Automotive system-on-a-chip for L2, L3 and near-field analytic systems using deep learning
Hardware development
Evaluation board
J721EXCPXEVM Common processor board for Jacinto™ 7 processors J721EXSOMXEVM TDA4VM and DRA829V socketed system on module (SoM) SK-TDA4VM TDA4VM processor starter kit for edge AI vision systems SK-AM62A-LP AM62A starter kit for low-power Sitara™ processors SK-AM68 AM68 and AM68A starter kit for vision AI and general purpose processors SK-AM69 AM69 and AM69A starter kit for vision AI and general purpose processors SK-AM62B-P1 AM62x Starter Kit EVM with PMIC
Development kit
SK-AM62-LP AM62x starter kit for low-power Sitara™ processors

Release Information

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 you to evaluate 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 (coming soon) is a tool for training, compiling and deploying models on a local development board.

Supported products & hardware

Support & training

TI E2E™ forums with technical support from TI engineers

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