artificial intelligence News - CNX Software

October 3, 2023October 2, 2023 by Jean-Luc Aufranc (CNXSoft) - No Comments

Renesas RZ/G2L and RZ/V2L SMARC 2.1 system-on-modules target HMI and Edge AI applications

SMARC 2.1 Evaluation Kit for Renesas RZ/G2L and RZ/V2L

ARIES Embedded has recently launched two SMARC-compliant MRZG2LS and MRZV2LS system-on-modules (SoM) powered by respectively a Renesas RZ/G2L dual-core Cortex-A55/M33 microprocessor with Arm Mali-G31 GPU and H.264 video codec (H.264) and a similar Renesas RZ/V2L MPU adding a built-in ‘DRP-AI’ AI accelerator for vision applications. Those are the first SMARC modules from the company and they are well-suited for applications such as entry-class industrial human machine interfaces (HMIs), embedded vision, edge artificial intelligence (edge-AI), real-time control, industrial Ethernet connectivity, and embedded devices with video capabilities. ARIES Embedded MRZG2LS and MRZV2LS key features and specifications: SoC – Renesas RZ/G2L or GZ-V2L with Application CPU – Single or dual Arm Cortex-A55 up to 1.2GHz Real-time core -Arm Cortex-M33 GPU – Arm Mali-G31 VPU – H.264 codec AI accelerator – DRP-AI on Renesas RZ/V2l only (MRZV2L SoM) System Memory – 512MB to 4GB DDR4 RAM Storage – SPI NOR flash, 4GB to 64GB […]

September 21, 2023September 21, 2023 by Jean-Luc Aufranc (CNXSoft) - 5 Comments

Review of Youyeetoo Rockchip RK3568 SBC with Lubuntu 20.04 and the RKNPU2 AI SDK

We’ve already reviewed the Rockchip RK3568-power Youyeetoo YY3568 SBC with Android 11 – and listed the specifications and checked out the hardware kit – in the first part of the review. We now had time to switch to Lubuntu 20.04, perform some basic tests, and also have a closer look at the RKNPU2 AI SDK for the built-in 0.8 TOPS AI accelerator found in the Rockchip RK3568 SoC. Installing Ubuntu or Debian on YY3568 SBC The company provides both Debian and Ubuntu images for the YY3568 SBC with different images depending on the boot device (SD card or eMMC flash) and video interface used (DSI, eDP, HDMI). Our YY3568 “Bundle 5” kit comes with an 11.6-inch eDP display so we’ll select the “Ubuntu 20” image with edp in the file name. The RKDevTool program is used to flash Linux images and it’s the same procedure as we used with Android […]

September 21, 2023 by Jean-Luc Aufranc (CNXSoft) - 5 Comments

AI in a box offline LLM solution leverages Rockchip RK3588S’ NPU (Crowdfunding)

Useful Sensors “AI in a box” LLM (large language model) solution works offline with complete privacy and leverages the NPU in Rockchip RK3588S processor for conversational AI similar to ChatGPT but without an internet connection or registration required. The AI box prototype currently relies on off-the-shelf hardware, specifically the Radxa ROCK 5A SBC with 8GB RAM, housed in a plastic enclosure, and the code relies on open-source models like Whisper speech-to-text model and Llama2 language models. Besides conversational AI where you can interact with the box as if you were talking to a person, the AI in a Box can also be useful for other use cases: Live Captions – The box can display subtitles/closed captions for a live event or help in situations where people have trouble hearing a conversation using the audio input. Live Translation – It can also translate various languages close to real-time. Simply select […]

September 18, 2023September 18, 2023 by Jean-Luc Aufranc (CNXSoft) - 19 Comments

Amlogic S905X5 Armv9 TV Box SoC supports AV1, H.266, Ai-SR

The Amlogic S905X5 may be first the Armv9 processor designed for set-top boxes (STB) and TV boxes, supports the latest AV1 and H.266 video codecs, and also comes with a 4 TOPS AI accelerator. We don’t have the full details yet, and the news comes from a tease from SEI Robotics which is about to unveil an Amlogic S905X5 AI-SR (AI Super Resolution) Android TV box at IBC 2023. Preliminary specifications for S905X5 SoC and SEI Robotics TV box: SoC – Amlogic S905X5 CPU – Quad-core Armv9 CPU (likely Cortex-A510 cores) delivering 40K+ DMIPS GPU – Arm Mali-G310 V5 entry-level GPU clocked at 1 GHz for 4K HDR user interfaces VPU – Up to 2x 4Kp60 10-bit H.266/VCC and AV1 video codecs, and the usual VP9, AVS3, H.265/HEVC, H.264 AI accelerator – 4 TOPS NPU enabling AI-SR Process – “Second generation” 6 nm process System Memory & Storage – TBD […]

September 17, 2023September 17, 2023 by Jean-Luc Aufranc (CNXSoft) - 3 Comments

Review of CM4 XGO Lite – A Raspberry Pi CM4 based smart robot dog with a robotic arm

The CM4 XGO Lite is a smart robot dog based on Raspberry Pi CM4 system-on-module and designed to learn to program using Blockly, Python, and ROS. This four-legged robot also happens to feature a 3-joint robot arm and a robot gripper installed on the back that can pick up light objects. The Raspberry Pi CM4 module drives the LCD screen and camera and performs AI and computer vision processing, while each joint is controlled with a servo motor, and a 6-axis tilt sensor ensures stable walking and movement. We’ve already discussed the capabilities of the CM4 XGO Lite, aka XGO Lite 2, when it was announced earlier this year, so we’re not going to go into details here, but some of the highlights include support for faster AI edge computing applications such as face detection and object classification, omnidirectional movement, six-dimensional posture control, posture stability, and multiple motion gaits. Robot […]

September 15, 2023September 18, 2023 by Jean-Luc Aufranc (CNXSoft) - No Comments

Cadence Neo NPU IP scales from 8 GOPS to 80 TOPS

Cadence Neo NPU (Neural Processing Unit) IP delivers 8 GOPS to 80 TOPS in single core configuration and can be scaled to multicore configuration for hundreds of TOPS. The company says the Neo NPUs deliver high AI performance and energy efficiency for optimal PPA (Power, Performance, Area) and cost points for next-generation AI SoCs for intelligent sensors, IoT, audio/vision, hearables/wearables, mobile vision/voice AI, AR/VR and ADAS. Some highlights of the new Neo NPU IP include: Scalability – Single-core solution is scalable from 8 GOPS to 80 TOPS, with further extension to hundreds of TOPS with multicore Supports 256 to 32K MACs per cycle to allow SoC architects to meet power, performance, and area (PPA) tradeoffs Works with DSPs, general-purpose microcontrollers, and application processors Support for Int4, Int8, Int16, and FP16 data types for CNN, RNN and transformer-based networks. Up to 20x higher performance than the first-generation Cadence AI IP, with […]

September 14, 2023 by Jean-Luc Aufranc (CNXSoft) - 2 Comments

Rockchip RK3588 AIoT gateway supports WiFi 6, 5G, RS232, RS485, LoRaWAN, BLE, and Ethernet

Dusun DSGW-380, also called Dusun Pi 5, is an industrial AIoT gateway powered by the Rockchip RK3588 octa-core processor with a 6 TOPS AI accelerator and supporting a wide range of connectivity options. The gateway comes with 8GB LPDDR4 memory, and up to 128GB eMMC flash, and operates in a wide -25 to +75°C temperature range. It supports dual gigabit Ethernet, RS232, and R485 wired connectivity and various wireless protocols including WiFi 6, Bluetooth LE, 5G, and LoRaWAN. Dusun DSGW-380 specifications: SoC – Rockchip RK3588 octa-core processor with CPU – 4x Cortex‑A76 cores @ up to 2.4 GHz, 4x Cortex‑A55 core @ 1.8 GHz GPU – Arm Mali-G610 MP4 “Odin” GPU @ 1.0 GHz Video decoder – 8Kp60 H.265, VP9, AVS2, 8Kp30 H.264 AVC/MVC, 4Kp60 AV1, 1080p60 MPEG-2/-1, VC-1, VP8 Video encoder – 8Kp30 H.265/H.264 video encoder AI accelerator – 6 TOPS NPU System Memory – 8GB RAM Storage – […]

September 10, 2023September 9, 2023 by Jean-Luc Aufranc (CNXSoft) - 1 Comment

Andes launches AX45MPV RISC-V CPU core with Vector Extension 1.0

Andes Technology has recently announced the general availability of the AndesCore AX45MPV RISC-V CPU which builds upon the AX45MP multicore processor and adds RISC-V Vector Extension 1.0. Equipped with RISC-V vector processing and parallel execution capability, the new RISC-V CPU core targets SoCs processing large amounts of data for applications such as ADAS, AI inference and training, AR/VR, multimedia, robotics, and signal processing. AX45MPV key features and specifications: 64-bit in-order dual-issue 8-stage CPU core with up to 1024-bit Vector Processing Unit (VPU) – compliant with RISC-V V-extension (RVV) 1.0 + custom extensions Supports clusters of up to 8 cores L2 cache and coherence support High bandwidth vector local memory (HVM) AndeStar V5 Instruction Set Architecture (ISA) Compliant with RISC-V GCBPV extensions Andes performance extension Andes CoDense extension for further compaction of code size Separately licensable Andes Custom Extension (ACE) for customized scalar and vector instruction 64-bit architecture for memory space […]