py-videocore6 Raspberry Pi 4 GPGPU Python Library Leverages VideoCore 6 GPU

py-videocore6 Raspberry Pi 4 GPGPU

Raspberry Pi 4 SBC was released at the end of June with a new Broadcom BCM2711B SoC that also includes VideoCore 6 (VC6) GPU for 2D and 3D graphics, and that could also be used for general-purpose GPU computing (GPGPU). In the past we’ve seen companies such as Idein leveraged VideoCore 4 GPGPU capabilities in Raspberry Pi 3 / Zero to accelerate image recognition, and they released a python library (py-videocore) for that purpose. The problem is that the VideoCore 6 GPU found in RPi 4 is quite different than the VideoCore 4 GPU in earlier versions of the Raspberry Pi Foundation board as forum member phiren explains: I’ve been looking though the open source drivers and here are some of my observations: vc6 is clearly derived from vc4, but it is significantly different. vc6 is only a slight extension over vc5 The QPU pipeline stays mostly the same, you […]

Rock Pi 4C SBC to Support Dual Display Setups via micro HDMI and mini DP Ports

rock pi 4 model C

Rockchip RK3399 powered Rock Pi 4 SBC was introduced at the end of 2018 and followed nearly exactly Raspberry Pi 3 Model B form factor just with a more powerful processor, GPU, as well as more memory depending on which model you purchase. But in June 2019, the Raspberry Pi foundation launched Raspberry Pi 4 SBC with a much faster processor and many of the same ports as its predecessor except for support for two HDMI displays via micro HDMI ports. Radxa has now followed suit with Rock Pi 4C which offers two modern video outputs, but with a twist as the upcoming SBC combines one micro HDMI port with one mini DP port. Rock Pi 4C was introduced at the XDC 2019 conference where open-source graphics developers meet, and Radxa was a “supporter”. The company explains Rock Pi 4B uses RK3399’s USB type-C controller for the two USB 3.0 […]

Nubix Edge-native Tiny Containers for IoT Apps Released For Raspberry Pi and BeagleBone SBCs

Nubix.io Tiny Container Architecture

Nubix has just launched the developer edition of its edge-native tiny containers for IoT application development and analytics that target microcontrollers and single-board computers such as Raspberry Pi 3/4 and BeagleBone Black. Typical cloud solutions such as Docker are often too large with tiny IoT devices, and to solve these issues, Nubix tiny containers are sized in kilobytes, instead of megabytes, or about 100 times smaller than a Docker container, in order to be small enough to run at the edge. Nubix.io provides access to a library of sensors, analytics and tiny services that leverage open source languages and pre-packaged functions to easily create IoT applications in a few minutes. Analytics is commonly done in the cloud, which may cause issues in environments with limited or intermittent connectivity, so to solve this issue, Nubix provides analytics functionality directly on the IoT device, eliminating the latency, bandwidth, connectivity and cost constraints […]

Raspberry Pi 4 Digital Signage Solution Supports 4K HEVC Video and Dual Display Setups

Raspberry Pi 4 4K Digital Signage

4K H.265 & dual-display digital signage for Raspberry Pi 4 The Info-Beamer, the company that started as a for-fun project at a hacker conference and turned into a now growing business has developed the first Raspberry Pi 4 OS that can use the HEVC (H.265) decoding system and support dual-display setups. The latest info-beamer hosted version 11 (aka hosted 11) is designed for 4K video quality digital signs, and the two HDMI ports on the Raspberry Pi 4 can be used simultaneously for mirrored output on two displays or span two video displays on digital signs. The company has reported that this solution can work on a video wall, like the info-beamer magic video wall. Previous Info-Beamer Previously there was an info-beamer hosted 10 released in February 2019 and that version is still applicable if wanted.  All versions of Raspberry Pi are still supported but the OS 11 release focuses […]

MaaXBoard NXP i.MX 8M Raspberry Pi Compatible Board Runs Android 9.0 or Yocto Linux

MaaXBoard

When we looked for information about PICO-PI-IMX8M single board computer, we noticed another Raspberry Pi shaped board powered by NXP i.MX 8M processor: MaaXBoard by Embest, an AVNET company. The board comes with up to 4 GB DDR4 RAM, a MicroSD card slot or eMMC flash for storage, Gigabit Ethernet, WiFi & Bluetooth, HDMI 2.0, USB 3.0 port, MIPI CSI & DSI ports, and of course a the 40-pin “Raspberry Pi” expansion header. MaaxBoard specifications: SoC – NXP i.MX 8MQ quad-core Arm Cortex-A53 processor, Cortex-M4F real-time core, and Vivante GPU with OpenGL/ES 3.1, OpenGL 3.0, Vulkan, OpenCL 1.2 System Memory – 2GB DDR4 SDRAM (up to 4GB) Storage – MicroSD card slot or optional eMMC flash up to 64GB Video Output – HDMI 2.0 up to 4K @ 60 Hz, MIPI DSI display connector Video Playback – 4Kp60 with High Dynamic Range (H.265, VP9), 4Kp30 (H.264), 1080p60 (MPEG2, MPEG4p2, VC1, […]

WandPi 8M SBC Comes Back as PICO-PI-IMX8M with SoM & Raspberry Pi Compatible Baseboard

PICO-PI-IMX8M Evaluation Kit

Back in 2017, WandBoard announced the release of an upcoming Raspberry Pi like SBC based around the NXP i.MX8M Quad applications processor, ARM Cortex-A53 + M4 architecture and Vivante  GC7000 GPU called the WandPi 8M. The board was designed around the popular Pi (85 x 56 mm) form factor bringing 4K UltraHD with HDR video quality with pro audio fidelity. WandPi 8M was scheduled for the release in spring of 2018, but ever since WandPi 8M never came to life. It was suggested that the board must have gone to the SBC heaven. Back to 2019,  a similar board was discovered recently on Hacker boards called the PICO-PI-IMX8M with almost similar design and specification. The PICO-PI-IMX8M board shown also features the same NXP i.MX8M Quad-core processor and the Vivante  GC7000 GPU but relies on PICO-IMX8M system-on-module plus a baseboard inspired by Raspberry Pi form factor, and compatible with (most) HAT […]

HealthyPi v4 Wearable WiFi Vital Signs Monitor Follows Raspberry Pi HAT Form Factor

HealthyPi v4 Campaign Starts ProtoCentral has started a Crowd Supply campaign for the HealthyPi v4, its latest vital signs monitoring dev kit. The HealthyPi v4 is wearable, wireless, and can be mounted on a Raspberry Pi. The units are all open source and stand-alone made for end-users, students as well as researchers and developers.  An Improvement on HealthyPi v3 The recent increase in health-related tech has fueled ProtoCentral’s desire to bring its HealthyPi v3 up to current usability and development standards. The retail versions of the HealthyPi v4 are made specifically to work in conjunction with the Android OS for ease of use and mobility.  Also, the Raspberry Pi HAT form factor is also supported in this version of the device. Articles On Health-Related Development The articles that have touched on health-related issues and topics from our archives, as well as very recently include HEGduino a neurofeedback monitor and […]

Piper Computer Kit 2 is a DIY Raspberry Pi 3 Computer for Kids’ Education

Piper Computer 2

Kids can easily build theirs own computer and then learn more about electronics and programming thanks to Piper Computer Kit 2. The kit is based on Raspberry Pi 3 SBC, a 9″ display, a power bank, and all bits and pieces required for assembly. There’s also a 16GB microSD with the OS and the company’s PiperCode software to learn the basics of programming. The complete kit comes with the following items: SBC – Raspberry Pi 3 Model B Storage – 16GB MicroSD card Display – 9″ 1024 x 600 LCD display with HDMI cable Audio – Integrated speaker 25+ laser-etched wooden and acrylic pieces 50+ hardware pieces 20+ electronic components Battery – 7,800 mAh rechargeable battery/power bank Phillips-head screwdriver 8 square foot laminated blueprint USB Mouse This is whay it looks like after around two hours of assembly time. Kids can then start playing Raspberry Pi Edition Mineccraft and some […]