#edgecomputing

waynerad@diasp.org

Aethero is a new startup promising "edge computing" AI systems in satellites. "The next generation of space rated edge computing".

"Aethero's onboard software includes a thin, headless system containing a minimal set of packages and tools needed to boot the system. The onboard system will allow you to run containerized applications and will provide services such as Over the Air software updating. The Over the Air testing or updating and fleet management or system level testing is accessed through Aethero's unified Aether Software. We provide an automated framework for platform testing; it includes support for the Hardware, Board Support Packages and Software -- this allows users to develop, debug and test multi-node device systems reliably, scalably and effectively."

"Users can use Aethero's AMATDT (Automated Model Annotation, Training & Deployment Tool) that is integrated within the Aether Software to customize models deployed on Aethero's Edge Computing Modules. Current imagery support includes RGB, Multispectral, and Hyperspectral data."

This is tailored to Aethero's hardware.

"Aethero is leveraging standard architectures such as the CubeSat or PC104 framework, state-of-the-art radiation-hardened commercial components, and modern software operating systems to provide a high performance, highly capable single board computers, or multiple redundant or distributed computing configurations. The versatile architecture means that the system can be used for a variety of applications such as Autonomous Spacecraft Operation, Machine Vision Operations such as [VPS] Visual Positioning Systems or Optical Navigation, Imagery Processing ([UV/EO/IR] Ultraviolet/Electro-Optical/Infrared, [MSI] Multi-Spectral, [HSI] Hyperspectral, [SAR] Synthetic Aperture Radar, [LIDAR] Light Detection and Ranging, [TIR] Thermal Infrared), [RF] Radio Frequency Signal Processing such as Link-Budget Optimization, Video/Image processing such as Manipulation or Segmentation, Object Detection with Classification, [AI] Artifical Intelligence/[ML] Machine Learning Applications, [SDR] Software Defined Radio, Data Compression/Management, etc."

Aethero -- space data, re-imagined

#solidstatelife #ai #edgecomputing #aihardware #space #satellites

waynerad@diasp.org

The Velo AI smart bike light.

"In moving from radar to a camera-based solution, the aim was to create a device that could tell the cyclist 'a lot more about what's going on in the world and do a lot of things that the radar can't do'. The device would need to help cyclists by providing situational awareness and alerts about nearby vehicles. This includes the ability to distinguish, using computer vision algorithms, between different vehicle types, as well as to estimate their relative speed and to identify and predict driver behaviour."

"Raspberry Pi Compute Module 4 is in effect the brain of the Copilot, aided by a custom Hailo AI co-processor to run the neural networks required for the device's computer vision. A fixed-lens Arducam camera is used to record video footage."

"The Copilot is supplied with a mount to fix it to a bike's seat post or saddle rail, with the camera facing rearward. The AI analyses the live video footage and, depending on the type of driver behaviour detected, custom alerts may be triggered -- audible for the cyclist, and flashing LED light patterns to alert the driver behind."

The article doesn't mention it, but "velo" means bike in French.

Velo AI smart bike light - Raspberry Pi

#solidstatelife #ai #computervision #edgecomputing #raspberrypi