machine vision News - CNX Software - Embedded Systems News

May 8, 2026May 8, 2026 by Jean-Luc Aufranc (CNXSoft) - No Comments

21.5-inch AI Touch Panel PC is powered by NVIDIA Jetson Orin NX module for industrial HMI applications

AAEON NIKY-2215-NX is a 21.5-inch Full HD AI Touch Panel PC powered by the NVIDIA Jetson Orin NX 8GB/16GB and designed for AI-enhanced HMI applications such as production line inspection systems and industrial monitoring dashboards. The panel PC features two GbE RJ45 jacks, four USB 3.2 Type-A ports, CAN Bus, RS-232/422/485, and DIO DB-9/15 connectors, and three M.2 sockets for NVMe storage, WiFI/Bluetooth, and 4G LTE/5G cellular connectivity. It can operate in a -5°C to +55°C temperature range, offers vibration and shock tolerance, and takes 12V to 24V DC input. AAEON NIKY-2215-NX specifications: SoM – NVIDIA Jetson Orin NX Jetson Orin NX 16GB – 8-core Arm Cortex-A78AE CPU, 1024-core NVIDIA Ampere GPU, up to 157 TOPS, 16GB LPDDR5 Jetson Orin NX 8GB – 6-core Arm Cortex-A78AE CPU, 1024-core NVIDIA Ampere GPU, up to 117 TOPS, 8GB LPDDR5 Storage – 128 GB (default) NVMe SSD via M.2 2280 M-Key socket Panel […]

May 8, 2026May 7, 2026 by Jean-Luc Aufranc (CNXSoft) - 1 Comment

Arbor ARES-2100 Wildcat Lake fanless box PC targets industrial automation, machine vision, and Edge AI applications

Arbor ARES-2100 fanless box PC is another industrial platform based on the new Intel Core Series 3 “Wildcat Lake” processor family, which specifically targets industrial automation, machine vision, and lightweight Edge AI applications. The fanless computer supports up to 64GB DDR5 SO-DIMM memory, UFS 3.1 and/or M.2 NVMe/SATA storage, and offers up to three video outputs, up to three 2.5GbE ports, optional WiFi, Bluetooth, and 4G LTE via M.2 expansion slots, an RS232/RS485 RJ45 connector, and two optional CAN Bus interfaces through a terminal block. As an industrial machine, it’s designed to operate in the -20 to +60°C temperature range, takes 9 to 36V DC input, and received MIL-STD-810H certification for shock and vibration. Arbor ARES-2100 specifications: SoC – Intel Core Series 3 Wildcat Lake processors with five or six cores, Intel Xe3 Graphics, and up to 40 TOPS of combined AI performance. TDP: 15W System Memory – Up to […]

March 11, 2026 by Debashis Das - No Comments

AMD Ryzen AI Embedded P100 series expands with up to 12 Zen 5 cores, 80 TOPS of AI performance

AMD Ryzen AI Embedded P100 series Embedded World 2026

At CES 2026, we saw AMD launch its new Ryzen AI Embedded P100 series of SoCs, with four- and six-core models designed for Edge AI. At the time of writing, the lineup had six SKUs, with higher-core variants to be announced later. Now at Embedded World 2026, AMD has expanded the Ryzen AI Embedded P100 series with six additional SKUs available in commercial and industrial temperature grades, while the automotive-grade SoCs remain unchanged. The new SOCs integrate 8-12 Zen 5 CPU cores (upgrade from 4-6 cores ), RDNA 3.5 graphics, and an XDNA 2 NPU on a single chip to deliver up to 80 TOPS (upgrade from 50 TOPS) of combined/system AI performance AMD claims up to 39% higher multithreaded CPU performance and 2.1× higher total system TOPS compared to Ryzen Embedded 8000 Series. They support unified CPU-GPU memory, enabling low-latency processing for tasks such as multi-camera machine vision, Visual […]

March 11, 2026March 10, 2026 by Debashis Das - No Comments

Raspberry Pi CM0-based industrial AI camera features motorized auto-focus system, 12-pin Ethernet/RS-232/DO aviation connector

ED AIC1000 Raspberry Pi CM0 industrial smart camera

At Embedded World 2026 in Germany, EDATEC launched the ED-AIC1000, a compact industrial AI camera built around the Raspberry Pi CM0 and designed for machine vision and industrial automation applications, such as quality inspection, object detection, and production-line monitoring. It integrates a 1.3 MP global-shutter camera with a sampling rate of up to 120 FPS, along with motorized autofocus M12 lenses, and three independently configurable lighting zones for reliable imaging. The camera also integrates a 12-pin M12 industrial connector that provides 24 V power input, 100 Mbps Ethernet, RS-232, a trigger input, and an isolated digital output. The system supports H.264 encoding/decoding up to 1080p, consumes up to 24 W of power, and comes in a rugged aluminum enclosure measuring 67 × 46 × 46 mm, designed to operate in 0 °C to 60 °C environments. EDATEC ED-AIC1000 specifications: SoM – Raspberry Pi CM0 SoC – Broadcom BCM2710A1 CPU – Quad-core […]

December 2, 2025December 2, 2025 by Jean-Luc Aufranc (CNXSoft) - 1 Comment

Advantech SOM-6820 COM Express module is powered by Qualcomm Snapdragon X Elite Arm SoC

Advantech SOM-6820 is a COM Express Type 6 Compact Computer-on-Module powered by a Qualcomm Snapdragon X Elite SoC with up to twelve 64-bit Arm Oryon cores, instead of an x86 processor from Intel or AMD, more commonly found on COM Express modules. The COM also features up to 64GB LPDDR5 memory, two MIPI CSI camera connectors, an RTL8153B USB 3.0 Gigabit Ethernet controller, and a TPM 2.0 security chip. All I/Os are exposed through two standard 220-pin B2B connectors, including DisplayPort and LVDS/eDP interfaces for up to four 4K displays, up to four SATA III for storage, twelve USB 3.0/2.0 interfaces, multiple PCIe Gen4/3 interfaces, and more. With up to 45 TOPS of AI performance, the SOM-6820 is especially well-suited to medical imaging and machine vision applications as well as mission-critical systems and humanoid robots. Advancec SOM-6820 specifications: Snapdragon X Elite SoC variants (one or the other) X1E-00-1DE 12-core up […]

August 27, 2025August 27, 2025 by Jean-Luc Aufranc (CNXSoft) - No Comments

Prophesee Starter Kit GenX320 camera for Raspberry Pi 5 enables low-latency event detection

The Starter Kit GenX320 is a power-efficient, event-based camera designed for the Raspberry Pi 5 that detects events with a latency of less than 150 μs, or the equivalent of about 10,000 FPS. The Prophesee GenX320 sensor offers a 320×320 resolution and a >140 dB dynamic range. The kit connects to the Raspberry Pi 5 like the official camera modules, through the MIPI CSI-2 connector. Starter Kit GenX320 specifications: Sensor – Prophesee GenX320 1/5 inch format event-based vision sensor Resolution – 320×320 array of 6.3μm contrast detection pixels Event Rate – ~10,000 FPS equivalent Latency – <150 μs at 1,000 lux, <1,000 μs at 5 lux Dynamic Range – >140 dB Host interface – MIPI CSI-2 (D-PHY) connector Power Consumption -<50 mW Camera (two variants) M12 mount Focal length – 1.8 Focal ratio (f-stop) – f/2.8 fixed iris FOV – 76° diagonal, 58° horizontal, 58° vertical IR cut filter – […]

July 23, 2025 by Jean-Luc Aufranc (CNXSoft) - 3 Comments

QNAP QAI-M100 and QAI-U100 Edge AI accelerators for NAS systems improve image recognition performance

QNAP QAI-M100 QAI-U100 NAS AI Accelerators

NAS used to store your files in your local network for easy access, but new models like QNAP TS-216G, TS-AI642, and TS-133 feature an Arm processor (Rockchip RK3566 or RK3588) with a built-in NPU to accelerate image recognition, so that users can find their photos with a simple text search like “Disneyland Mickey Mouse”. However, if you own an older NAS that lacks an AI accelerator, QNAP has launched the QAI-M100 (M.2 2280) and QAI-U100 (USB) equipped with a Rockchip RK1808 3 TOPS AI accelerator designed to speed up image and facial recognition by up to 36%. QNAP QAI-M100/QAI-U100 specifications: SoC – Rockchip RK1808 CPU – Dual-core Arm Cortex-A35 @ 1.6 GHz NPU – 3 TOPS NPU Memory – 1GB RAM Host interface QAI-M100 – M.2 2280 PCIe Gen2 x1 (M+B key) edge connector QAI-U100 – USB 3.2 Gen1 male port Accessories – Installation guide and heatsink (QAI-M100 only) Dimensions / […]

March 26, 2025March 26, 2025 by Jean-Luc Aufranc (CNXSoft) - No Comments

Teledyne Tetra 2.5 GbE line scan camera supports up to 8K resolution for machine vision applications

Teledyne DALSA has recently announced the Tetra line scan camera family with 2.5GbE networking, up to 8K resolution, a line rate of up to 150 kHz, and offered in monochrome or color versions. Traditional cameras (aka scan camera) will capture a full frame, but line scan cameras will only capture one line at a time to scan an object or scene as it moves past the camera providing higher resolution image provided the speed of the scan and the motion of the object are syncrhonized, for instance, on a production line. Line scan cameras like the Tetra are typically used for quality control at the factory, document scanning, license plate scanning, and scientific research (e.g. satellite imaging). Teledyne Tetra specifications: Color cameras Tetra 2k Color – TL-GC-02K05T-00 Resolution – 2048 x 3 Pixel size – 14 μm Max line rate – 50 kHz x 3 Tetra 4k Color – […]