Sydney developer built a Frigate NVR on the ArmSoM Sige7:

8 × 1080p recording + real‑time AI detection

LPR → garage door open in < 2 seconds

Peak power 8W, passive cooling in 45°C ambient

RK3588's NPU/VPU/GPU handle the work. CPU barely breaks a sweat.

Edge AI done right: low power, high throughput, reliable.

#EdgeAI #ComputerVision #RK3588 #EmbeddedSystems #SmartSurveillance #IoT #GreenComputing #AIoT #FrigateNVR #homelab #homeassistant

Full build guide 👇https://www.armsom.org/post/building-a-low-power-high-performance-frigate-nvr-system-with-armsom-sige7

In "Bodies in Relation" Ulf Otto argues that deep learning for computer vision can tackle both challenges of theater photography – the medium’s precarious status and archive size –, enabling distant viewing approaches from Digital Literary Studies and Art History applied to Theater Studies: https://doi.org/10.17175/sb008_006

@hab_wf @DHd @MWWForschung #photography #computervision #theatrestudies

Bodies in Relation. Theater Photography and the Distant Viewing of Performance | ZfdG - Zeitschrift für digitale Geisteswissenschaften

This paper argues that deep learning for computer vision can tackle both challenges of theater photography – the medium’s precarious status and archive size –, enabling distant viewing approaches from Digital Literary Studies and Art History applied to Theater Studies.

We're trying to engage more on here (and bsky) and not on The Other Place. Who is posting good computer vision and OSS stuff on the fediverse? Replies open #ComputerVision #OpenSource

NVIDIA DGX Station 748GB RAM Desktop For Local AI 

NVIDIA’s DGX Station, equipped with 748GB of unified memory, represents a significant advancement in local AI computing. Designed for enterprise use, this desktop can handle AI models with up to 70 billion parameters entirely on-premises, removing the need for cloud-based infrastructure. Central to its performance is the GB300 Grace Blackwell Ultra chip, which combines a 72-core ARM CPU with a Blackwell Ultra GPU, making sure efficient processing of demanding workloads.......Continue […]

https://onlinemarketingscoops.com/2026/06/29/nvidia-dgx-station-748gb-ram-desktop/

NVIDIA DGX Station 748GB RAM Desktop For Local AI 

NVIDIA’s DGX Station, equipped with 748GB of unified memory, represents a significant advancement in local AI computing. Designed for enterprise use, this desktop can handle AI models with up to 70…

Online Marketing Scoops

I am building a perception pipeline from RGB-D to do pick-and-place with a depth camera.

In the previous text I described how I get a stable yaw using PCA on the table plane and a circular mean to deal with 180 degree ambiguity.

This time, I want to write about two new insights.

https://medium.com/p/df8de460a8c7?postPublishedType=initial

#robotics #computervision #3D #geometry #maths #rgbd #depthcamera

Yaw, symmetry and a moving camera: two lessons from a tabletop RGB-D grasping pipeline.

In the previous text I described how I get a stable yaw using PCA on the table plane and a circular mean to deal with 180 degree ambiguity.

Medium
In case you missed it: We had a great talk about DroneBlocks, an affordable, comprehensive, drone kit for STEM. Some great audience questions, and a pretty deep look at how they keep costs down and quality up. https://youtube.com/live/P5eingrUQFk #OpenCV #ComputerVision #AI #Robotics #Drones
Revolutionary Drone STEM Kit from DroneBlocks

YouTube
Episode 162 – The robot doctor will see you now - Robot Talk

In this special live recording at the Great Exhibition Road Festival, Claire chatted to George Mylonas, Antonia Tzemanaki and Tom Vercauteren about robotics and AI in medicine and healthcare.

Robot Talk - The podcast exploring the exciting world of robotics, artificial intelligence and autonomous machines.

Computer vision projects feel impressive, emotional, and often score higher.

#computervision #machinelearning #ai

📲 Computer vision is a privacy-degrading corporate activity. Maintaining Freedom of Thought, privacy, dignity and self-determination requires deliberate rejection of surveillance tech that multiplies "computer vision" capabilities in our day-to-day lives.

#privacy #privacymatters #panopticon #surveillance #surveillancecapitalism #freedomofthought #computervision

🖼️ Call a spade a spade: How to deal with objects that are incorrectly/ambiguously labelled in #ML?

New #RKI research from #CVPR2026 outperforms SotA methods by filtering erroneous labels with a “drainage” class.

🔗 https://cvpr.thecvf.com/virtual/2026/poster/39457

#ZKIPH #AI #ComputerVision #AIResearch #ImageClassification

CVPR Poster Drainage: A Unifying Framework for Addressing Class Uncertainty