edge ai News - Page 4 of 44 - CNX Software

July 3, 2026 by Jean-Luc Aufranc (CNXSoft) - No Comments

NVIDIA Jetson Orin Nano/NX-based Mekotronics AI Box targets humanoid robots, Smart Cities management, transportation applications

Mekotronics AI Box NVIDIA Jetson Orin Nano NX

Better known for its unique Rockchip industrial PC designs, Mekotronics has now launched an “AI Box” based on the NVIDIA Jetson Orin Nano 4GB/8GB or Jetson Orin NX 8GB/16GB for humanoid robots, smart transportation (V2X) applications, Smart Cities, Smart Agriculture, medical imaging, and more. While the company often provides niche features on its Rockchip systems, its Jetson embedded computer offers pretty standard interfaces with an HDMI video output, six USB Type-A ports, two Gigabit Ethernet RJ45 ports (one with PoE), a 40-pin GPIO header, two camera connectors, a terminal block for CAN Bus and UART, and a system connector for LEDs, power button, etc… Mekotronics AI Box specifications: Compatible modules NVIDIA Jetson Orin Nano 4GB up to 34 TOPS NVIDIA Jetson Orin Nano 8GB up to 67 TOPS NVIDIA Jetson Orin NX 8GB up to 117 TOPS NVIDIA Jetson Orin NX 16GB up to 157 TOPS Storage 2x M.2 Key-M […]

July 2, 2026July 2, 2026 by Jean-Luc Aufranc (CNXSoft) - 1 Comment

Titan Mini is a smaller Renesas RA8P1-based Edge AI board for RT-Thread RTOS development

The Titan Mini is a smaller and somewhat cheaper version of the RA8P1 Titan board introduced in 2025 for AIoT applications and RT-Thread RTOS development. It still features a Renesas R7KA8P1 Cortex-M85/M33 microcontroller with an Arm Ethos-U55 NPU, but comes with lower-capacity memory and storage chips (32MB SDRAM and 8MB QSPI flash), drops the RJ45 Ethernet ports with a single FPC Ethernet connector, among other cost-saving measures. The only benefit I see besides the smaller size and slightly lower price is the presence of a microphone and a speaker connector for audio applications. Titan Mini specifications: SoC – Renesas RA8P1 (R7KA8P1) MCU cores Arm Cortex-M85 clocked at 1 GHz with Helium MVE (M-Profile Vector Extension) with 32KB I/D caches; 7300+ CoreMarks Arm Cortex-M33 clocked at 250 MHz with 32KB I/D caches GPU – D/AVE 2D drawing engine NPU – Arm Ethos-U55 NPU delivering 256 GOPS at 500 MHz Memory – […]

June 30, 2026June 30, 2026 by Jean-Luc Aufranc (CNXSoft) - 4 Comments

XIAO nRF54LM20A (Sense) board enables ultra-low-power Bluetooth 6.0, Matter, Thread, Zigbee, or 2.4 GHz proprietary applications

Seeed Studio XIAO nRF54LM20A and XIAO nRF54LM20A Sense are tiny USB-C IoT boards based on Nordic Semiconductor’s nRF54LM20A wireless SoC offering Bluetooth 6.0, Matter, Thread, Zigbee, NFC, Amazon Sidewalk, and 2.4 GHz proprietary connectivity. Both variants come with on-chip 2 MB flash and 512 KB RAM, as well as an 8 MB flash, an nPM1300 PMIC for power management, up to 28 GPIOs, and an RGB LED. The Sense model adds a digital microphone and 6-axis IMU with motion-triggered wake-up for ultra-low power applications. XIAO nRF54LM20A (Sense) specifications: Wireless SoC – Nordic Semiconductor nRF54LM20A CPU Arm Cortex-M33 application processor clocked at up to 128 MHz RISC-V coprocessor running at 128 MHz Memory – 512 kB of RAM Storage – 2 MB of Non-Volatile Memory (NVM) Wireless Bluetooth LE 6.0 with PHY rates of 125 kbit/s, 500 kbit/s, 1 Mbit/s, and 2 Mbit/s Bluetooth Channel Sounding, Bluetooth LE long range (coded PHY), […]

June 29, 2026June 29, 2026 by Debashis Das - 3 Comments

DEBIX T62P-01 Raspberry Pi-like industrial SBC features TI AM62P SoC, dual GbE with TSN, multi-domain UART

DEBIX T62P-01 Texas Instruments AM62P SBC

Polyhex Technology has introduced the DEBIX T62P-01, a compact industrial SBC built around Texas Instruments Sitara AM62P quad Cortex-A53/dual Cortex-R5F SoC designed for industrial IoT (IIoT), robotics, Edge computing, and smart terminal/HMI applications. Measuring 88 × 59 mm, the board supports up to 8GB of LPDDR4 memory, optional eMMC storage up to 256GB, and a MicroSD card slot. It also features two GbE ports, including one supporting PoE via an external PD module, as well as Wi-Fi 6 and Bluetooth 5.4 connectivity. Security features include hardware secure boot with Root-of-Trust (RoT), an Arm TrustZone-based Trusted Execution Environment (TEE), and a Hardware Security Module (HSM) for cryptographic operations. DEBIX T62P-01 specifications: SoC – Texas Instruments AM62P (AM62P54CVMHIAMHR) Application CPU – Quad-core Arm Cortex-A53 up to 1.4 GHz Real-time cores 1x Arm Cortex-R5F up to 800MHz (integrated with MCU channel) 1x Arm Cortex-R5F up to 800MHz (for device management) GPU – Imagination […]

June 26, 2026June 26, 2026 by Debashis Das - No Comments

Makerfabs MaTouch ESP32-P4 10.1-inch HMI display features 4G LTE and Ethernet connectivity, a 2MP camera

MaTouch ESP32 P4 TFTTouch 10.1 inch MIPI with 4G LTE SIM7670G

Makerfabs MaTouch ESP32-P4 TFTTouch 10.1 MIPI with 4G LTE is an ESP32-P4 + ESP32-C6-based display development platform for HMI edge AI, and connected embedded applications. The development board features a 10.1-inch IPS LCD, very similar to those of Seeed Studio’s reTerminal D1001, Waveshare ESP32-P4-WIFI6-Touch-LCD, and CrowPanel Advanced 7-inch displays. However, what makes it unique compared to other devices is that it also features a SIM7670G 4G LTE modem with a SIM card slot, an RJ45 Ethernet jack, and a 2MP camera. The HMI display also comes with microphone and speaker connectors, a microSD card slot, various USB interfaces, lithium battery support, and two 2.54 mm pitch GPIO expansion headers exposing UART, I2C, SPI, and other peripheral interfaces. All these features make it suitable for HMI, edge AI, and connected embedded applications. Makerfabs MaTouch ESP32-P4 10.1-inch 4G LTE specifications: SoC – Espressif Systems ESP32-P4NRW32 CPU Dual-core 32-bit RISC-V HP (High-performance) CPU @ up to 400 […]

June 26, 2026June 26, 2026 by Debashis Das - No Comments

Firefly AIBOX-9075 Edge AI box features 200 TOPS Qualcomm IQ-9075 SoC, 36GB LPDDR5, industrial I/Os

The AIBOX-9075 is an industrial Edge AI box built around the Qualcomm IQ-9075 SoC, designed for running AI workloads directly on the device without relying on the cloud. With up to 200 TOPS of AI performance, it is designed for edge computing, private LLM deployment, robotics, computer vision, and more. The system comes with 36GB LPDDR5 ECC memory, 128GB UFS 2.2 storage, and an M.2 PCIe 4.0 NVMe SSD slot. Connectivity options include dual 2.5GbE with TSN, optional Wi-Fi 6, Bluetooth 5.2, and 4G/5G, while peripheral interfaces include eight GMSL2 camera inputs, HDMI 2.0, USB 3.0, CAN-FD, RS485, and opto-isolated digital I/O. Its rugged aluminum enclosure operates from -40°C to 85°C, making it suitable for continuous deployment in industrial and outdoor environments. Firefly AIBOX-9075 specifications: SoC – Qualcomm DragonWing IQ-9075 CPU Octa-core Kryo Gen 6 (Cortex-A78C-based) application cores @ up to 2.36 GHz Quad-core Cortex-R52 real-time cores @ up to 1.85GHz […]

June 25, 2026June 25, 2026 by Jean-Luc Aufranc (CNXSoft) - No Comments

NeoEyes NE503 – A $1199 Edge AI Camera based on Hailo-15H 20 TOPS SoC

Camthink NeoEyes NE503 is a 4K Edge AI camera platform powered by the Hailo-15H quad-core Cortex-A53 SoC with a 20 TOPS AI accelerator, and paired with 8GB of LPDDR4 memory and a 64GB eMMC flash. The camera also features a Sony IMX678 4K sensor and an 8–32mm F1.6 AF auto-zoom lens for high-quality monitoring, low-light imaging, and long-range recognition. The camera directly handles high-resolution video input, local multi-model inference, containerized applications, and event-driven workflows on the device, without relying on the cloud or a local server. NeoEyes NE503 specifications: SoC – Hailo-15H CPU – Quad-core Arm Cortex-A53 @ 1.3 GHz VPU – H.265/H.264 encoding ISP – Supports up to 12 MP resolution, 600 Mpixel/s pixel rate, HDR, and noise reduction AI performance – Up to 20 TOPS; < 50 ms target inference latency System Memory – 8GB LPDDR4 @ 4266 MT/s; 8.5 GB/s single-channel bandwidth Storage 64 GB eMMC flash 8 […]

June 24, 2026June 25, 2026 by Jean-Luc Aufranc (CNXSoft) - No Comments

Graperain GR1126MB development board features solder-on 3 TOPS Rockchip RV1126B AI Vision module

GrapeRain GR1126MB Ai VIsion development board

Graperain GR1126MB development board is based on a 42x42mm GR1126B 160-pin stamp-hole system-on-module powered by a Rockchip RV1126B AI camera SoC with a 3 TOPS NPU designed for AI vision, machine vision, and edge AI applications. Graperain GR1126 AI Vision system-on-module GR1126 specifications: SoC – Rockchip RV1126B CPU – Quad-core Arm Cortex-A53 up to 1.6 GHz with 32KB L1 I-Cache and 32KB L1 D-Cache, unified 512KB L2 Cache GPU – 2D Graphics Engine VPU Video Decoder – H.265/H.264 up to 4K @ 30 FPS Video Encoder – H.265, H.264, JPEG up to 4K @ 45 FPS JPEG Decoder ISP – Built-in 12M ISP and 8M AI-ISP AI accelerator – Rockchip NPU engine up to 3 TOPS (INT8); supports INT4, INT8, INT16, and FP16 models; TensorFlow, ONNX, PyTorch, and Caffe frameworks. System Memory – 1GB or 2GB DDR3 by default, customizable up to 4GB LPDDR4/LPDDR4x Storage – 8GB, 16GB, 32GB, 64GB, […]