DEV Community: Sweetlin U

phyBOARD®‑Izar: High‑Performance Industrial Development Kit Powered by TI AM68x / TDA4x

Sweetlin U — Mon, 30 Mar 2026 09:19:15 +0000

Overview

The phyBOARD®‑Izar from PHYTEC is a powerful rapid development kit designed to meet the needs of demanding industrial applications. Built on the Texas Instruments AM68x / TDA4x processor family, this single‑board computer combines high computing performance, advanced signal processing, and AI acceleration in one robust platform.

Designed for industrial environments, phyBOARD®‑Izar enables developers to evaluate, prototype, and build complex embedded systems with confidence.

Performance That Drives Intelligent Systems

At the core of phyBOARD®‑Izar is the phyCORE®‑AM68x/TDA4x System on Module, a processing platform developed specifically for applications that require large amounts of data processing and real‑time performance.

Key Performance Highlights

Dual ARM Cortex‑A72 cores running up to 2 GHz
Integrated deep‑learning engine
Dedicated DSPs and specialized hardware accelerators

This architecture is optimized for high‑end image processing and AI‑oriented workloads, enabling the board to handle compute‑intensive applications efficiently.

Fast, Flexible Connectivity for Industrial Integration

phyBOARD®‑Izar is designed for fast communication and easy system integration, offering an extensive set of interfaces.

High‑Speed Interfaces

PCIe Gen 3
USB 3.0
Two Gigabit Ethernet connections

Industrial and Peripheral Interfaces

RS‑232
RS‑232 or RS‑485
UART
Two isolated RS‑232 interfaces
CAN and serial connections via included cables

This variety of interfaces allows the board to integrate smoothly into a wide range of industrial and embedded systems.

Imaging and Visualization Ready Out of the Box

The phyBOARD®‑Izar development kit is well suited for applications that rely on image processing and visualization.

Included imaging and display components:

phyCAM‑M color camera, including connection cable

10‑inch 1280 × 800 color display, including connection cable

Drivers for phyCAM cameras are already integrated into the Linux BSP, simplifying camera bring‑up and evaluation.

The platform supports dynamic data visualization, including interactive 3D‑rendered graphics, enabling intuitive operation during development and system testing.

Ready‑to‑Use Software Support
To accelerate development, phyBOARD®‑Izar is delivered with a preconfigured software environment:

Linux Yocto‑based Board Support Package (BSP) on µSD card

This ready‑to‑use BSP includes the necessary drivers and components required to begin development quickly, reducing setup effort and time to evaluation.

Designed for Demanding Industrial Applications

According to PHYTEC, the phyBOARD®‑Izar development kit is suitable for a wide range of industries, including:

Automotive – driver assistance systems and autonomous driving
Agriculture – autonomous harvesters and robotic lawnmowers
Aviation – autonomous drone platforms
Industrial production – autonomous robot arms
Medical technology – operation support and image processing

These application areas highlight the board’s versatility in performance‑critical and data‑intensive environments.

What’s Included in the Development Kit

The phyBOARD®‑Izar rapid development kit provides everything needed to get started:

Why Choose phyBOARD®‑Izar?

phyBOARD®‑Izar brings together:

High‑performance computing with AI acceleration
Specialized hardware for image processing
A wide range of industrial interfaces
A complete hardware and software development kit

All in a platform designed for reliable operation in demanding industrial environments.

Conclusion

The phyBOARD®‑Izar is a high‑performance industrial development kit tailored for applications that demand advanced computing power, image processing, and fast data exchange. With its TI AM68x / TDA4x‑based architecture, integrated accelerators, and comprehensive interface set, it provides a strong and flexible foundation for developing sophisticated embedded systems.

Unlock Smarter Industrial Innovation with the phyCORE®-AM68x/TDA4x SOM

Sweetlin U — Mon, 23 Mar 2026 09:34:27 +0000

Industrial innovation is no longer driven by processing power alone. Today, manufacturers, OEMs, and solution developers need embedded platforms that can combine real-time performance, AI at the edge, machine vision, and industrial-grade reliability in one compact solution. This is where the phyCORE®-AM68x/TDA4x SOM stands out as a powerful and future-ready platform.

Built on the Texas Instruments AM68x / TDA4x processor family, the phyCORE®-AM68x/TDA4x System on Module is designed to help businesses accelerate development of intelligent industrial systems. Whether the goal is to deploy Edge AI devices, build machine vision systems, enable smart robotics, or create real-time industrial automation solutions, this module provides the performance and flexibility needed for modern embedded applications.

Rather than spending valuable engineering time designing complex hardware from scratch, development teams can use the phyCORE®-AM68x/TDA4x SOM as a production-ready foundation for innovation. This not only reduces development risk but also helps companies bring advanced embedded products to market faster.

Why the phyCORE®-AM68x/TDA4x SOM Matters for Edge AI

As industrial systems become more intelligent, the need for Edge AI continues to grow. In many applications, data must be processed locally and instantly, without relying on cloud connectivity. For example, production lines, robotics systems, and imaging platforms require fast decisions with minimal latency. In these environments, cloud-based processing can introduce delays, higher bandwidth costs, and security concerns.

The phyCORE®-AM68x/TDA4x SOM for Edge AI solves this challenge by enabling powerful local processing directly on the device. It supports high-performance embedded computing for AI inference, image analysis, and control tasks, making it ideal for systems that need fast and reliable decisions in the field.

By processing data at the source, the phyCORE®-AM68x/TDA4x SOM helps improve system responsiveness, reduce latency, strengthen data privacy, and support continuous operation even in environments with limited connectivity.

Key Benefits of the phyCORE®-AM68x/TDA4x System on Module

The phyCORE®-AM68x/TDA4x System on Module is built to deliver value across performance, scalability, and development efficiency. Key benefits include:

High-performance Edge AI processing for real-time inference and embedded intelligence
Support for machine vision applications that require fast image capture and analysis
Compact SOM design for space-constrained industrial products
Industrial connectivity options for easy integration with sensors, controllers, displays, and networks
Reliable real-time performance for automation, robotics, and control systems
Reduced development effort with a ready-to-integrate hardware platform
Faster time to market for OEMs building next-generation industrial solutions

These advantages make the phyCORE®-AM68x/TDA4x SOM an excellent choice for companies looking to scale intelligent edge products without increasing hardware complexity.

Built for Machine Vision and Intelligent Imaging

One of the most valuable use cases for the phyCORE®-AM68x/TDA4x SOM is machine vision at the edge. Modern industrial systems increasingly rely on vision-based intelligence to detect defects, monitor production quality, guide robotic movement, and analyze visual information in real time.

The phyCORE®-AM68x/TDA4x machine vision SOM provides the performance needed for imaging-intensive tasks. It allows developers to build solutions that can capture, process, and act on visual data locally, without the delays associated with sending data to external servers.

This is especially important for industries where every second matters. By enabling real-time image processing, the phyCORE®-AM68x/TDA4x SOM supports faster decision-making, greater inspection accuracy, and more reliable automation. For businesses focused on quality control and operational efficiency, this creates a measurable competitive advantage.

Ideal Applications of the phyCORE®-AM68x/TDA4x SOM

The flexibility of the phyCORE®-AM68x/TDA4x SOM makes it suitable for a wide range of embedded and industrial applications. Common use cases include:

Edge AI devices for intelligent on-device processing
Industrial automation systems requiring deterministic control and real-time decision-making
Machine vision systems for inspection, defect detection, and visual monitoring
Smart robotics with AI-enabled perception and motion support
Autonomous and assisted machines operating in industrial or outdoor environments
AI-based quality inspection systems for production lines
Industrial gateways that connect, process, and transmit data efficiently
Embedded imaging platforms for monitoring and analysis
Smart infrastructure systems that require local intelligence and reliable performance
Human-machine interfaces (HMIs) with advanced processing and display integration Because the phyCORE®-AM68x/TDA4x SOM can handle multiple workloads in parallel, it is especially valuable in systems where vision, AI, communication, and control need to operate at the same time.

Why Choose the phyCORE®-AM68x/TDA4x for Industrial Innovation

Choosing the right System on Module for industrial automation is about more than processor speed. It is about finding a platform that supports performance, integration, scalability, and long-term value. The phyCORE®-AM68x/TDA4x SOM combines these strengths in a way that aligns with the needs of modern industrial product design.

With support for Edge AI, machine vision, real-time processing, and industrial connectivity, the module gives businesses a strong technology base for next-generation embedded solutions. It enables smarter systems, quicker development, and a more efficient route to market.

Conclusion

The shift toward AI-driven industrial systems is accelerating, and businesses need embedded platforms that can keep up with this transformation. The phyCORE®-AM68x/TDA4x SOM provides a powerful answer by combining intelligent edge processing, machine vision capability, compact design, and industrial-ready performance in one scalable solution.

For companies looking to build advanced products in industrial automation, smart robotics, machine vision, and embedded AI, the phyCORE®-AM68x/TDA4x System on Module delivers the flexibility and performance needed to turn innovation into reality. As a compact and powerful Edge AI SOM, it offers a smart foundation for the next generation of industrial technology.

Unlock Next‑Gen Edge Intelligence with PHYTEC’s phyCORE‑i.MX 8M Plus SOM

Sweetlin U — Mon, 23 Mar 2026 09:20:38 +0000

In a world accelerating toward intelligent automation, edge analytics, and real‑time industrial response, hardware must do more - faster, smarter, and securely. PHYTEC’s phyCORE‑i.MX 8M Plus System‑on‑Module rises to this challenge, redefining what’s possible at the edge.

Built on the powerful NXP i.MX 8M Plus SoC, this System On Module integrates a robust ARM architecture, on‑chip AI acceleration, advanced multimedia interfaces, and industrial‑grade connectivity — all within an ultra‑compact 40 mm × 37 mm footprint. It’s engineered to help developers bring cutting-edge embedded products to life quickly, reliably, and cost‑efficiently.

Why the phyCORE‑i.MX 8M Plus Is a Game-Changer

PHYTEC didn’t just build another System on Module — they built a scalable, intelligent processing platform optimized for AI, vision, Industry 4.0, and IoT edge computing applications.

AI at the Edge

Equipped with a Neural Processing Unit (NPU) delivering up to 2.3 TOPS, the SOM enables on-device machine learning with minimal CPU load. Ideal for real‑time decision-making, computer vision, predictive maintenance, and more.

Advanced Multimedia & Vision Processing

The module includes:

Dual MIPI‑CSI camera interfaces

On‑chip Image Signal Processor (ISP) supporting up to 12MP/375MP/s

Display options including HDMI, LVDS, and MIPI‑DSI

Industrial‑Grade Connectivity

With dual Gigabit Ethernet (TSN‑capable), USB 3.0, PCIe, CAN FD, and extensive I/O options, the SOM meets the demands of modern industrial systems — precise timing, secure communications, and robust integration.

Designed for Low Power, High Reliability

Using NXP’s 14LPC FinFET technology, LPDDR4 memory, and a sophisticated PMIC, the SOM excels in thermally constrained and battery‑sensitive environments.

Flexible Prototyping & Cost‑Optimized Production

Choose between:

Connectorized variant for rapid prototyping

Solder‑down version for mass‑production cost reduction

Top Use Cases Powered by phyCORE‑i.MX 8M Plus

Whether you're building compact devices or industrial-grade automation, the module’s versatility shines:

✔ Smart Home / Smart City

(e.g., traffic monitoring, home automation)

✔ Industry 4.0 & Robotics

(e.g., HMI panels, robotic control, machine vision)

✔ Edge Computing / IIoT Gateways

(e.g., predictive analytics, secure edge nodes)

✔ Multimedia & Imaging Systems

(e.g., industrial cameras, vision‑based automation)

Why Engineers Choose PHYTEC SOMs

Developers prefer PHYTEC modules because they offer:

Industrial reliability

Long-term availability

Custom hardware support

Optimized BSP software

Fast product development cycles

The phyCORE-i.MX 8M Plus continues this tradition by delivering powerful Edge AI capabilities in a compact and scalable form factor.

Get Ready for Embedded World 2026 — March 10–12

PHYTEC invites you to experience the future of Edge AI, Custom BSPs, and Industrial Embedded Innovation — live!

Live Demonstrations Include

Driver Monitoring System (DMS) — detects drowsiness, distraction, phone usage, and even smoking

Drone‑Based Parking (ROS 2) — vehicle detection, OCR, brand ID & occupancy analytics

Celebrity Face Match — ultra‑fast identity matching using INT8 ResNet50

Industrial Digital Twin — Wi‑SUN mesh‑powered motor monitoring with secure MQTT

Scalable & Secure Wi‑SUN Mesh Network

Custom BSP Highlights

Zephyr BSP — sensor nodes, OTA, networking & more

Embedded Linux (Yocto) — NPU delegate, video pipeline, secure OTA updates

Meet PHYTEC at Embedded World 2026

Visit us at Booth: 3‑641

Event Date: 10–12 March 2026

Location: Nuremberg, Germany

Book Your Slot For

Private demo walkthroughs

Technical consultations

Business & partnership discussions

Starter kits & early BSP release access

👉 Book Your Appointment Now

FAQ – phyCORE-i.MX 8M Plus SOM

What is the phyCORE-i.MX 8M Plus SOM?

It is a compact System-on-Module based on the NXP i.MX 8M Plus processor, designed for AI edge computing, industrial IoT, and embedded vision applications.

What makes the i.MX 8M Plus suitable for Edge AI?

The processor integrates a Neural Processing Unit capable of 2.3 TOPS, enabling real-time machine learning inference directly on the device.

What applications can use this SOM?

Typical applications include:

Industrial automation

Smart cameras

Robotics

Edge AI gateways

Smart city infrastructure

Does the module support Embedded Linux?

Yes. The SOM supports Embedded Linux through Yocto-based BSPs, making it easy for developers to build custom embedded solutions.

phyCORE®-AM64x-FPGA SOM for Real-Time Industrial Control and FPGA Acceleration

Sweetlin U — Fri, 20 Feb 2026 10:02:12 +0000

Industrial automation, robotics, and smart manufacturing demand platforms that combine high‑performance application processing with deterministic real-time control. As system complexity grows, developers require computing modules that offer flexible hardware interfaces, hardware acceleration, and long-term reliability.

The phyCORE®‑AM64x‑FPGA System on Module (SOM) addresses these needs by integrating TI's Sitara™ AM64x processor with a Lattice ECP5 FPGA, bringing together application processing, real-time architecture, and hardware-level customization in one compact industrial-grade module.

A Scalable SOM Architecture for Industrial Embedded Systems

The phyCORE®‑AM64x‑FPGA SOM is built on a modular architecture that includes:

Dual Arm Cortex‑A53 cores for Linux-based applications
Up to four Cortex‑R5F real-time cores
A dedicated Cortex‑M4F microcontroller
Lattice ECP5 FPGA fabric for hardware acceleration
DDR4 RAM with ECC support
Industrial Ethernet and fieldbus communication interfaces

This integration eliminates the need for teams to design complex processor and FPGA subsystems from scratch. With a fully validated SOM, developers can concentrate on application software and carrier board customization. PHYTEC's long lifecycle support further ensures availability for industrial product roadmaps extending beyond a decade.

High‑Performance Application Processing

At the heart of the System on Module, the dual Arm Cortex‑A53 cores operate at up to 1 GHz, providing enough compute power for:

Edge analytics and industrial gateways
HMI and visualization systems
Secure device management and diagnostics
Multi-protocol industrial communication stacks

Running embedded Linux, these cores handle higher-level applications while maintaining separation from deterministic real-time tasks. This architecture allows developers to build feature-rich industrial systems without compromising the timing accuracy of control loops.

Deterministic Real-Time Control with Arm Cortex‑R5F and Cortex‑M4F

Real-time performance is essential in motion control, robotics, and industrial automation.
The phyCORE®‑AM64x‑FPGA SOM includes:

Up to four Cortex‑R5F cores for time‑critical control
A Cortex‑M4F for low-latency microcontroller-style tasks

These cores are optimized for deterministic behavior and ultra‑low interrupt latency. They are used for executing:

Motor control algorithms
Industrial automation control loops
Time-sensitive communication
Functional safety routines

This architecture ensures predictable operation even when running complex Linux workloads on the A53 cores.
Integrated FPGA for Hardware Acceleration and Custom Interfaces
One of the most powerful features of the phyCORE®‑AM64x‑FPGA SOM is its Lattice ECP5 FPGA, which adds a flexible layer of hardware customization. The FPGA enables:
Implementation of custom industrial communication protocols

High-speed signal processing
Deterministic hardware-level control logic
Additional digital and sensor interfaces
Offloading of compute‑intensive workloads from the CPU

FPGA logic runs in parallel, delivering precise timing and ultra-low latency performance that cannot be matched by software alone. This makes the SOM ideal for creating advanced motor control systems, robotics platforms, and industrial equipment requiring custom high-speed interfaces.

Industrial-Grade Connectivity and Communication

Modern factories demand reliable and synchronized communication. The phyCORE®‑AM64x‑FPGA SOM supports widely used industrial protocols such as:

EtherCAT®
PROFINET®
EtherNet/IP™
Time-Sensitive Networking (TSN)

In addition to these industrial Ethernet standards, the SOM also includes a comprehensive set of interfaces:
Gigabit Ethernet

CAN‑FD
PCIe
USB 2.0 / USB 3.0
SPI, UART, and I²C

This connectivity makes the module suitable for building industrial gateways, motor drives, PLCs, robotic controllers, data loggers, and sensor hubs.

Reliable Memory Architecture for Industrial Environments

Industrial applications require systems that operate reliably over long cycles and in harsh environments. The phyCORE®‑AM64x‑FPGA SOM includes:

DDR4 RAM with Error Correcting Code (ECC)
eMMC flash storage
Non‑volatile memory for boot configuration

ECC memory is especially valuable in mission‑critical applications, ensuring error detection and correction during runtime. With an extended temperature range of −40 °C to +85 °C, the SOM is suitable for automation equipment, outdoor systems, and rugged industrial machinery.

Ideal Applications for the phyCORE®‑AM64x‑FPGA SOM

Industrial Automation
Robotics & Motion Control
Industrial Networking
Edge Computing & IIoT

Conclusion
The phyCORE®‑AM64x‑FPGA SOM delivers a sophisticated blend of multi-core processing, FPGA flexibility, industrial connectivity, and high reliability - making it an ideal foundation for next-generation industrial systems. Its combination of Linux-capable A53 cores, deterministic R5F/M4F real-time processors, and integrated FPGA enables developers to build high-performance solutions for automation, robotics, motion control, and industrial communication.

With PHYTEC's proven SOM architecture, lifecycle support, and development tools, teams can reduce engineering risk, accelerate development, and bring robust industrial products to market more efficiently.

Why Are System on Modules the Smart Choice for Industrial Embedded Design?

Sweetlin U — Thu, 22 Jan 2026 07:53:11 +0000

Modern industrial embedded systems require a hardware foundation that delivers reliability, scalability, and long-term availability. Applications such as industrial automation, edge computing, HMI panels, robotics, medical devices, and IoT gateways are increasingly complex. As a result, embedded module platforms must support high-performance processing, rich connectivity, and design flexibility.
System on Modules (SoMs) provide a modular, production-ready solution for industrial embedded design. By integrating core computing components into a compact, standardized form factor, SoMs simplify development, reduce time-to-market, and enable engineers to focus on software innovation, system differentiation, and advanced application features.

Defining a System on Module:
A System on Module (SOM) is a fully integrated computing block that combines:
Arm® Cortex®-based processors
Memory (RAM + flash storage)
Power management and clock circuitry
Essential interfaces for peripherals
**
Key Benefits:**
✔ Complete processing and I/O core
✔ Plug-and-play integration with carrier boards
✔ Flexibility for application-specific hardware
✔ Simplified software support with Board Support Packages (BSPs)
SOMs reduce design risk and accelerate development cycles.
Why Use PHYTEC SOMs?
Fast Time to Market :
Designing a custom CPU board around a modern processor-handling DDR memory design, power sequencing, and high-speed I/O-is one of the most complex and time-consuming parts of embedded hardware development. PHYTEC System on Module (SOM) bring that complexity already solved, allowing engineers to move directly to application-specific design.
Reduced Risk and Development Cost :
With decades of embedded expertise behind them, PHYTEC SOMs are engineered for reliability and longevity. By using a proven computing core, you avoid costly redesigns and debugging cycles that come with custom processor board development.
Scalable and Flexible :
PHYTEC SOMs come in many variants - from ultra-compact low-power modules like phyCORE-i.MX RT1170 to high-performance multimedia and industrial modules such as phyCORE®-AM62x and phyCORE®-AM68x - giving you the flexibility to match performance, power, and feature requirements across product lines.
Long Lifecycle and Support :
Industrial, automotive, and connected systems demand long product lifecycles and stability. PHYTEC SOMs and their ecosystem are built with this in mind - offering up to decade-long availability and extensive software support so you can confidently build products that endure.
Popular PHYTEC SOM Families
phyFLEX®-i.MX 95 FPSC - High-Performance AI & Multimedia SoM
Dual, quad, or hexa-core Arm® Cortex-A55 + Cortex-M33/M7
Mali-G310 GPU + eIQ Neutron NPU for AI/ML
Ethernet TSN, USB 3.0/2.0, PCIe Gen3
Display: MIPI DSI, LVDS | Camera: 2× MIPI-CSI2
Industrial I/O: CAN-FD, UART, SPI, I²C, PWM, ADC
Industrial-grade: −40 °C to +85 °C operation

phyCORE®-i.MX RT1170 - Real-Time + Multimedia MCU Module
Dual Cortex‑M7 + Cortex‑M4 cores for real‑time and control tasks
Multimedia peripherals: MIPI‑CSI camera, MIPI‑DSI display, audio codecs
Ethernet, CAN‑FD, UART, SPI, I²C interfaces
Compact 30 × 30 mm footprint for space‑constrained embedded designs

phyCORE®-AM62x - Compact Edge & Multimedia Modules
Quad-core Arm® Cortex-A53 + Cortex-M4F
GPU, dual display, MIPI CSI camera support
Secure Boot & customizable memory
Ideal for industrial HMIs, gateways, edge devices
Compact 43×32 mm footprint with 240-pin interconnect

phyCORE®-AM68x - Performance & Vision
2× Cortex-A72 + 4× Cortex-R5F cores
Multimedia, GPU, dual display, scalable memory
Secure Boot & Linux BSP support
Perfect for machine vision, robotics, and advanced automation

phyCORE®-AM64x-FPGA - Real-Time Control & Automation
Arm cores + integrated FPGA
4× industrial Ethernet ports (EtherCAT®, PROFINET®)
DDR4 with ECC, extended I/O, real-time capability
Ideal for industrial automation & fieldbus systems

Applications That Benefit from PHYTEC SOMs :
PHYTEC SOMs are deployed across industries where performance, reliability, and flexibility matter:
Industrial automation and controls
Edge IoT and gateways
Machine vision and robotics
Medical and diagnostic systems
HMI panels and smart displays

Conclusion
In today's competitive embedded market, adopting a System on Module strategy lets you reduce risk, cut development time, and focus on what differentiates your product. PHYTEC's rich portfolio of industrial-grade SOMs - backed with long-term availability, engineering support, and software tooling - provides a powerful foundation for your next embedded design.
👉 Explore PHYTEC System on Modules:
https://www.phytec.in/en/system-on-module-single-board-computers-phytec/system-on-modules/

FAQ: System on Modules for Industrial Applications
Q1: What is a System on Module (SOM)?
A SOM is a compact embedded computing block integrating processor, memory, power, and interfaces for simplified hardware design.
Q2: How do SOMs reduce development time?
By providing a pre-integrated and validated computing core, SOMs eliminate the need to design complex processor boards from scratch.
Q3: Which SOM is ideal for AI and multimedia workloads?
The phyFLEX®-i.MX 95 FPSC supports AI/ML tasks, GPU acceleration, and high-speed multimedia interfaces.
Q4: Can SOMs handle real-time industrial communication?
Yes. SOMs like phyCORE®-AM64x-FPGA offer deterministic I/O, real-time Ethernet, and fieldbus protocol support for industrial automation.