PROCESSOR-SDK-AM62A

Software development kit for AM62A Sitara™ processors for edge AI applications

PROCESSOR-SDK-AM62A

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Overview

The AM62A vision processor Linux® and TI MCU plus software development kits (SDKs) are unified software platforms for our embedded processors with deep learning capabilities with edge AI. They provide easy setup and fast out-of-the-box access to benchmarks and demonstrations. AM62A is a high secure and field securable device for loading trusted firmware. 


All releases of these SDKs are consistent across TI’s broad portfolio for which they are provided, allowing developers to seamlessly reuse and develop software across devices. 

Features
  • Processors SDK Linux (Mainline)
  • Long-Term Stable (LTS) kernel support on ARM® Cortex®-A53
  • Edge AI stack with deep-learning accelerator optimized support 
    • Includes support for Tensorflow-lite, ONNX, and PyTorch
    • Vision processing with ISP and RGB-IR support
  • Board Support Package (BSP)
  • Yocto based filesystem
  • TI’s MCU+ SDK support on ARM® Cortex®-R5F
    • FreeRTOS
    • Board Support Package (BSP)
    • Sample applications for on chip ARM® Cortex®-R5F peripheral set
  • Integrated demos and examples including
    • Edge AI examples 
      • Utilizing GStreamer and open source runtimes for vision deep-learning applications
      • Inter processors communications example between heterogeneous on-chip cores
  • Code Composer Studio™ (CCS) Integrated Development Environment (IDE)
  • Bootloaders
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Downloads

Software development kit (SDK)

PROCESSOR-SDK-LINUX-RT-AM62A RT-Linux SDK for edge AI applications on AM62A

Supported products & hardware

Supported products & hardware

Products
Arm-based processors
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
Hardware development
Evaluation board
SK-AM62A-LP AM62A starter kit for low-power Sitara™ processors
Download options

PROCESSOR-SDK-LINUX-RT-AM62A RT-Linux SDK for edge AI applications on AM62A

close
Latest version
Version: 09.02.00.01
Release date: 08 Apr 2024

Get access to latest bug fixes and feature enhancements with Yocto build environment

Linux Installer for sources, pre-built binaries and file system images with edge AI and robotics stack

MD5 checksum
Products
Arm-based processors
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
Hardware development
Evaluation board
SK-AM62A-LP AM62A starter kit for low-power Sitara™ processors

Documentation

Quick Start Guide for the AM62A Starter Kit (SK) board

Online edge AI SDK user manual

Online robotics SDK user manual

Online LINUX SDK user manual

Instructions to build edge AI Linux image for AM62A Starter Kit (SK) using Yocto build environment

Instructions for creating an SD card

Learn how to build embedded Linux systems using AM62A processors

Explore a selection of self-paced lessons for edge AI development. Follow along with free cloud tools.

Download Linux SDK user manual for offline view

Build Sheet of supported features for AM62A

Release Information

Thank you for your interest in PROCESSOR SDK LINUX RT AM62A Software Development Kit (SDK) for edge AI applications.

The Yocto build environment based RT-Linux SDK for edge AI provides

  • Upstream RT-Linux LTS Kernel with peripheral drivers, U-Boot bootloader.
  • Pre-integrated firmware for hardware accelerated deep learning and camera ISP
  • GStreamer plugins and edge AI application stack

The SDK documentation provides simple steps to build, develop and run high performance deep learning applications using a live camera and display.

TI Linux CI/CD Snapshot

AM62A Snapshot

In order to improve access to the very latest bug fixes and feature enhancements, TI is enabling Continuous Integration and Continuous Deployment (CI/CD) for AM62A processors. The patches for these changes have always been available on public repositories hosted on git.ti.com, and these source repositories could be built using the Yocto build environment on a daily basis. The new TI Linux CI/CD Snapshot makes it even easier to consume these changes with pre-built binaries of Linux boot images to try out on TI Evaluation Modules (EVMs and SKs) before migrating or picking the patches. A detailed test report is also published to help users understand the status of the build and features being validated. The Linux boot images from a snapshot can be regenerated using sources by following the build instructions provided on the snapshot page.

The daily snapshot is not a replacement for the official Processors SDK releases which have full documentation, training and support. The snapshot is a new easy way to try bug fixes and feature enhancements planned for the next SDK while enabling much more tighter integration with customizations and application development. This improved integration should allow users to release their customized code built  on the SDKs more quickly and confidently.

Software development kit (SDK)

MCU-PLUS-SDK-AM62A MCU+ SDK for AM62A – RTOS, No-RTOS

Supported products & hardware

Supported products & hardware

Products
Arm-based processors
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
Hardware development
Evaluation board
SK-AM62A-LP AM62A starter kit for low-power Sitara™ processors
Browse Download options

MCU-PLUS-SDK-AM62A MCU+ SDK for AM62A – RTOS, No-RTOS

close
Latest version
Version: 10.00.00.14
Release date: 14 Aug 2024
Products
Arm-based processors
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
Hardware development
Evaluation board
SK-AM62A-LP AM62A starter kit for low-power Sitara™ processors

Documentation

MCU PLUS SDK online documentation

Performance measurement datasheet

Code Composer Studio™ integrated development environment (IDE)

Tool to configure SOC pimux and MCU PLUS SDK driver parameters

Buildsheet of supported features

Release Information

Thank you for your interest in the AM62A MCU PLUS Software Development Kit (SDK). This software accelerates application development schedules by eliminating the need to create basic system software functions from scratch.

  • The SDK includes a real-time multitasking kernel, examples and drivers.
  • The exact content of the SDK depends on the capabilities of the device, but all devices share common APIs and build on existing proven software components to ensure reliability and quality.
  • The software components are fully tested to ensure that they work together with TI’s Code Composer Studio integrated development environment.

What's new

  • Bad block management support for OSPI NAND
  • QoS driver and configfuration support in SBL
  • Temperature based OSPI PHY tuning
  • GPIO default value and direction can be configured in sysconfig
Software development kit (SDK)

PROCESSOR-SDK-LINUX-AM62A Linux SDK for edge AI applications on AM62A

Supported products & hardware

Supported products & hardware

Products
Arm-based processors
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
Hardware development
Evaluation board
SK-AM62A-LP AM62A starter kit for low-power Sitara™ processors
Download options

PROCESSOR-SDK-LINUX-AM62A Linux SDK for edge AI applications on AM62A

close
Latest version
Version: 10.00.00.08
Release date: 19 Aug 2024

Linux Installer for sources, pre-built binaries and file system images with edge AI and robotics stack

MD5 checksum

Get access to latest bug fixes and feature enhancements with Yocto build environment

Products
Arm-based processors
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
Hardware development
Evaluation board
SK-AM62A-LP AM62A starter kit for low-power Sitara™ processors

Documentation

Quick Start Guide for the AM62A Starter Kit (SK) board

Online edge AI SDK user manual

Online LINUX SDK user manual

Online robotics SDK user manual

Learn how to build embedded Linux systems using AM62A processors

Explore a selection of self-paced lessons for edge AI development. Follow along with free cloud tools.

Download Linux SDK user manual for offline view

Build Sheet of supported features for AM62A

Release Information

Thank you for your interest in PROCESSOR SDK LINUX AM62A Software Development Kit (SDK) for edge AI applications.

The Yocto build environment based Linux SDK for edge AI provides

  • Upstream Linux LTS Kernel with peripheral drivers, U-Boot bootloader.
  • Pre-integrated firmware for hardware accelerated deep learning and camera ISP
  • GStreamer plugins and edge AI application stack

The SDK documentation provides simple steps to build, develop and run high performance deep learning applications using a live camera and display.

TI Linux CI/CD Snapshot

AM62A Snapshot

In order to improve access to the very latest bug fixes and feature enhancements, TI is enabling Continuous Integration and Continuous Deployment (CI/CD) for AM62A processors. The patches for these changes have always been available on public repositories hosted on git.ti.com, and these source repositories could be built using the Yocto build environment on a daily basis. The new TI Linux CI/CD Snapshot makes it even easier to consume these changes with pre-built binaries of Linux boot images to try out on TI Evaluation Modules (EVMs and SKs) before migrating or picking the patches. A detailed test report is also published to help users understand the status of the build and features being validated. The Linux boot images from a snapshot can be regenerated using sources by following the build instructions provided on the snapshot page.

The daily snapshot is not a replacement for the official Processors SDK releases which have full documentation, training and support. The snapshot is a new easy way to try bug fixes and feature enhancements planned for the next SDK while enabling much more tighter integration with customizations and application development. This improved integration should allow users to release their customized code built  on the SDKs more quickly and confidently.

What's new

  • Linux Kernel LTS migration from 6.1 to 6.6
  • ATF 2.10 and OPTEE 4.2.0
  • Supports Docker based Ubuntu 24.04 on top of Yocto-Scarthgap
  • Robotics SDK Docker build process is now independent of the host Linux file system
  • TIDL: Support for Centernet model architecture : Added/optimized new operators : Object detection layer for Centernet
  • TIDL: Optimization of TIDLRT-Create for boot time performance improvement
  • TIDL: Robustness improvement for compiler (parser, graph partition and optimizer modules)
Software development kit (SDK)

PROCESSOR-SDK-QNX-AM62AX QNX software development kit for AM62A Sitara™ processors

Supported products & hardware

Supported products & hardware

Products
Arm-based processors
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
Hardware development
Evaluation board
SK-AM62A-LP AM62A starter kit for low-power Sitara™ processors
Software development kit (SDK)

FIRMWARE-BUILDER-AM62A AM62A firmware builder

Supported products & hardware

Supported products & hardware

Products
Arm-based processors
AM62A3 1 TOPS vision SoC with RGB-IR ISP for 1-2 cameras, low-power, video surveillance, retail automation
Application software & framework

PROCESSOR_SDK_QNX_AM62AX AM62Ax SDK QNX design resources

Supported products & hardware

Additional resources you might need

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

close
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.

Online training

AM62A-ACADEMY AM62Ax Academy

Supported products & hardware

Supported products & hardware

Products
Arm-based processors
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
Hardware development
Evaluation board
SK-AM62A-LP AM62A starter kit for low-power Sitara™ processors

AM62A-ACADEMY AM62Ax Academy

close
Latest version
Version: 8.6.0.0.V1
Release date: 01 Mar 2023
Products
Arm-based processors
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
Hardware development
Evaluation board
SK-AM62A-LP AM62A starter kit for low-power Sitara™ processors

Release Information

AM62A-ACADEMY first release.

Supported products & hardware

Arm-based processors
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

Support & training

TI E2E™ forums with technical support from TI engineers

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