Orange Pi 4/4B SBC Comes with Rockchip RK3399 SoC, Gyrfalcon 2801S NPU

Shenzhen Xunlong Software’s Orange Pi RK3399 single board computer launched in early 2018 with 2GB RAM for $109, and earlier this year, the company launched an updated version with 4GB RAM and a lower $99.96 price tag. But there are plenty Rockchip RK3399 SBC’s on the market, including FrienglyELEC NanoPi M4 going for $50 and up ($75 with 4GB RAM), and Pine64 RockPro64 board starting at $59.99 with 2GB RAM, and $79.99 with 4GB. So unless you need the extra features (HDMI Input, SATA port, mPCIe socket…) offered by Orange Pi RK3399, other boards may be more competitive. So the company has been working on lowering the cost with a smaller board. Meet Orange Pi 4. They’ve also provided some extra features with a variant of the board called Orange Pi 4B that adds a Gyrfalcon Lightspeeur 2801S AI accelerator chip/NPU. That says a lot that neither Rockchip RK3399Pro SoC nor Rockchip RK1808 NPU were used in Orange Pi 4B …

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Orange Pi AI Stick Lite $20 Neural Compute Stick Ships with Free Training Tools

Orange Pi AI Stick Lite

Shenzhen Xunlong Software launched Orange Pi AI Stick 2801 neural compute stick last year for $69. It was interesting as an alternative to Intel Neural Compute Stick. But once the documentation and SDK were released a few days later we discovered you could only run demos with the stick for that price, and the training tools would cost an extra $149. The excellent news is that the company has now launched an updated, yet similar Orange Pi AI Stick Lite for just $19.99, and best of all the PLAI training tools are now entirely free. Orange Pi AI Stick Lite specifications: ASIC – Gyrfalcon SPR2801S Lightspeeur series processor with 2-dimensional Matrix Processing Engine (MPE) with AI Processing in Memory (APiM) delivering up to 2.8TOPS @ 300mW, 5.6 TOPS @ 100 MHz (peak performance) Storage – eMMC 4.5 flash with 68 MB/s read, 84.69 MB/s write Host interface – USB 3.0/2.0 port Power Consumption – 5V @ 200mA Dimensions – 66.5 …

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Orange Pi Zero2 is a Tiny Allwinner H6 SBC with HDMI 2.0, USB 3.0, Ethernet & WiFi

Orange Pi Zero2 USB 3.0

Shenzhen Xunlong Software launched a refresh of their Orange Pi Zero board, namely Orange Pi Zero LTS, a couple of weeks ago. The company is now about to launch another SBC of the “Zero” family. Slightly larger than its predecessor, Orange Pi Zero2 is also quite more powerful with an Allwinner H6 quad core Cortex-A53 processor, and more versatile thanks to the addition of a USB 3.0 port, HDMI 2.0 video output, and a built-in microphone. Orange Pi Zero2 specifications: SoC – Allwinner H6 quad-core Arm Cortex-A53 processor with Arm Mali T720 GPU with support for OpenGL ES3.1/3.0/2.0/1.1, Microsoft DirectX 11 FL9_3 Memory – 512MB LPDDR3 (Allwinner AW52A8G32) Storage – 4GB eMMC Flash and microSD card up to 32GB Video Output – HDMI 2.0a port Video Decoding – 10-bit H265/HEVC up tp 4K60 or 6K30; H264/AVC up to 4K30; VP9 up to 4K30; AVS+/AVS up to 1080p60 Network Connectivity 802.11 b/g/n WiFi 4 + Bluetooth 4.2 via AP6212A module 10/100M …

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TensorFlow Lite for Microcontrollers Benchmarked on Linux SBCs

TensorFlow Lite microcontrollers benchmark linux SBC

Dimitris Tassopoulos (Dimtass) decided to learn more about machine learning for embedded systems now that the technology is more mature, and wrote a series of five posts documenting his experience with low-end hardware such as STM32 Bluepill board, Arduino UNO, or ESP8266-12E module starting with simple NN examples, before moving to TensorFlow Lite for microcontrollers. Dimitris recently followed up his latest “stupid project” (that’s the name of his blog, not being demeaning here :)) by running and benchmarking TensorFlow Lite for microcontrollers on various Linux SBC. But why? you might ask. Dimitris tried to build tflite C++ API designed for Linux, but found it was hard to build, and no pre-built binary are available except for x86_64. He had no such issues with tflite-micro API, even though it’s really meant for baremetal MCU platforms. Let’s get straight to the results which also include a Ryzen platform, probably a laptop, for reference: SBC Average for 1000 runs  (ms) Ryzen 2700X (this …

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Orange Pi Zero LTS SBC Launched for $8.49 and Up

Buy Orange Pi Zero LTS Allwinner H2 SBC

Orange Pi Zero LTS is an update to Orange Pi Zero Allwinner H2+ board with the same specifications, but tweaks to the hardware that Shenzhen Xunlong Software claims lower power consumption and reduce heat. The SBC supports Armbian’s Debian and Ubuntu images, and best suited for headless applications that require network connectivity via Ethernet and/or WiFi such as smart speakers. The board also features one USB port, and two I/O headers for expansion. The good news is that you can now buy Orange Pi Zero LTS for the same price as the original model, namely $8.49 for the 256MB RAM version, and $10.49 for the 512MB model$10.49 for the 512MB model, excluding shipping costs ($4.73 to my location). Here’s a reminder of Orange Pi Zero LTS (v1.5) specifications: SoC – Allwinner H2+ quad-core Cortex A7 processor @ 1.2 GHz with Mali-400MP2 GPU @ 600 MHz System Memory – 256 to 512 MB DDR3-1866 SDRAM Storage – MicroSD card slot, SPI …

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Orange Pi Zero LTS Allwinner H2+ SBC Gets More Efficient and Cooler

Allwinner H2+ SBC Low Power Consumption

Orange Pi Zero is a cool little Arm Linux board based on Allwinner H2+ processor for headless applications requiring WiFi and/or Ethernet that was first launched in November 2016 for $7 and up. It was not launched without controversy, as first users had various issues with the Allwinner XR819 WiFi module, but I had no such problem when I made an Orange Pi Zero Google Assistant smart speaker. Nevertheless, Shenzhen Xunlong Software is about to launch a newer version of the board – Orange Pi Zero LTS -, with the same specifications, but improvements in the design in order to reduce power consumption, and lower the board’s temperature. As the name implies, the company will commit to long term support (i.e. long term availability) for the board, but they did not tell me for how many years. Orange Pi Zero LTS v1.5 specifications: SoC – Allwinner H2+ quad-core Cortex A7 processor @ 1.2 GHz with Mali-400MP2 GPU @ 600 MHz …

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Linux 5.2 Release – Main Changes, Arm, MIPS & RISC-V Architectures

Linux 5.2 Changelog

Linus Torvalds announced the release of Linux 5.2 last Sunday: So I was somewhat pre-disposed towards making an rc8, simply because of my travels and being entirely off the internet for a few days last week, and with spotty internet for a few days before that [*]. But there really doesn’t seem to be any reason for another rc, since it’s been very quiet. Yes, I had a few pull requests since rc7, but they were all small, and I had many more that are for the upcoming merge window. Part of it may be due to the July 4th week, of course, but whatever – I’ll take the quiet week as a good sign. So despite a fairly late core revert, I don’t see any real reason for another week of rc, and so we have a v5.2 with the normal release timing. There’s no particular area that stands out there – the changes are sosmall that the appended …

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M2M-IoT GW-01 LoRaWAN Gateway is equipped with Orange Pi Zero H2+ SBC

GW-01 Orange Pi Zero H2+ LoRa Gateway

M2M-IoT has developed a new LoRa gateway. The gateway, GW-01, is based on Orange Pi Zero H2+ board. While it is new, it has a lot of useful features. The new GW-01 gateway operates in the 868MHz or 915MHz LoRa frequencies and has -139 dBm sensitivity. Furthermore, the GW-01 is fully functional. It is also an open source low-cost solution to developing a LoRaWAN network. In addition, the gateway supports both OpenWrt, and Armbian distributions, and you’ll find documentation for both on Github. Another great thing about the gateway is that it has two boards. Also, the first board, which is on top, is based on SX1301. This 8 channel LoRa concentrator implements the LoRa physical interface. Now, the second board is at the bottom.  It is also the model that the whole gateway was based on. This board is the OrangePi Zero H2+ 256MB (RAM) development board. The gateway can also be used for prototyping. But to achieve this …

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