Open Hardware/Modding: Arduino, Raspberry Pi, and BeagleV

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Arduino Blog » Optimizing a low-cost camera for machine vision
Arduino recently announced an update to the Arduino_OV767x camera library that makes it possible to run machine vision using TensorFlow Lite Micro on your Arduino Nano 33 BLE board.
If you just want to try this and run machine learning on Arduino, you can skip to the project tutorial.
The rest of this article is going to look at some of the lower level optimization work that made this all possible. There are higher performance industrial-targeted options like the Arduino Portenta available for machine vision, but the Arduino Nano 33 BLE has sufficient performance with TensorFlow Lite Micro support ready in the Arduino IDE. Combined with an OV767x module makes a low-cost machine vision solution for lower frame-rate applications like the person detection example in TensorFlow Lite Micro.
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iPod Classic given new life with Raspberry Pi Zero W & Spotify
Guy Dupont got a bunch of 2004, fourth-generation iPod Classic MP3 players from his mother-in-law, and instead of playing MP3 files on the media players, he decided to repurpose one with a Raspberry Pi Zero W to be able to stream music from Spotify over WiFi. The resulting project is called sPot (ess-pot), and looks just like an original iPod, but it’s a Linux device that can stream/search via Spotify with a UI written in Python and based on the original iPod experience.
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The journey to Raspberry Silicon
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[Old] BeagleBoard.org® and Seeed introduces the first affordable RISC-V board designed to run Linux
BeagleV™ will be available for early access in March with larger availability in September. The early access version encompasses StarFive Jinghong 7100 SoC with powerful AI performance (3.5T NVDLA, 1T NNE), built-in ISP, 1 Gigabit ethernet, and a dual core 64-bit SiFive U74 RISC-V CPU with 8GB of LPDDR4 memory. It also has a dedicated hardware encoder/decoder supporting H.264 and H.265 4k@60fps, making it a perfect edge computing device with powerful AI capability. Supported by mainline Linux and a Debian-based BeagleBoard.org® open–source software image, BeagleV™ is ready for development out-of-the-box and prepared for the future.
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The First Affordable RISC-V: Computer Designed to Run Linux
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[Old] RISC-V Comes To The BeagleBoard Ecosystem With Upcoming Beagle V SBC
Seeed Studio pegs the cost of the board at $149 for the 8 GB RAM version, although currently you must apply and be selected to purchase a board in this early stage. It’s unclear if the price will remain unchanged after this first run; the product page notes a coupon code is necessary and the Seeed Studios article indicates this is an introductory price. However, the same article also lists the 4 GB RAM variant at $119. The BeagleBoard page shows a timeline of April 2021 for a “pilot run for community”.
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