#machinevision — Public Fediverse posts

Hey #MachineLearning / #MachineVision / #ComputerVision people.
I want to setup a pet identification system with a surveillance camera that first detects a moving object, classifies it (optionally), and uses some heuristic to specify whether the bounding box of the movement detection is one of several pets.
I don't want to pretrain a ML-model, I want to train the model guided - i.e. each time the object movement triggers, and a snapshot is created I want to assign a tag later.

Robotic Screw and Bolt Sorter Seeks a New Challenge

https://fed.brid.gy/r/https://hackaday.com/2026/08/08/robotic-screw-and-bolt-sorter-seeks-a-new-challenge/

University of British Columbia: How camera-equipped homing pigeons could improve robotic vision in flight. “The system weighs just 27 grams and includes a miniature computer, about half the size of a credit card; a tiny modified commercial camera, a motion and orientation measurement unit and cables and electronics tape to reduce static during flight.”

University of British Columbia: How camera-equipped homing pigeons could improve robotic vision in flight. “The system weighs just 27 grams and includes a miniature computer, about half the size of a credit card; a tiny modified commercial camera, a motion and orientation measurement unit and cables and electronics tape to reduce static during flight.”

After facing down the (much feared) challenges of the day, I was even able to do something interesting by the afternoon, exploring the mysteries of camera lens calibration.

(Posting this here chiefly as it was roundly ignored everywhere else online - I mean, I think it's cool!?)

#machineVision #raspberryPi #creativeCoding

After facing down the (much feared) challenges of the day, I was even able to do something interesting by the afternoon, exploring the mysteries of camera lens calibration.

(Posting this here chiefly as it was roundly ignored everywhere else online - I mean, I think it's cool!?)

#machineVision #raspberryPi #creativeCoding

University of Stuttgart: Innovative Algorithms for species conservation. “Patterns reveal the individual: The AI algorithm RAPID identifies wild animals by their unique patterns in real time. It works quickly and precisely, enabling significant progress in the monitoring and protection of

University of Stuttgart: Innovative Algorithms for species conservation. “Patterns reveal the individual: The AI algorithm RAPID identifies wild animals by their unique patterns in real time. It works quickly and precisely, enabling significant progress in the monitoring and protection of

MIT News: MIT researchers teach AI models to interpret charts. “…researchers from MIT and the MIT-IBM Computing Research Lab developed a multifaceted resource for AI users that is specifically designed to teach vision-language models (VLMs) how to effectively interpret charts. They used a novel data generation method to build a state-of-the-art dataset that includes more than a million varied […]

MIT News: MIT researchers teach AI models to interpret charts. “…researchers from MIT and the MIT-IBM Computing Research Lab developed a multifaceted resource for AI users that is specifically designed to teach vision-language models (VLMs) how to effectively interpret charts. They used a novel data generation method to build a state-of-the-art dataset that includes more than a million varied […]

But Just What is This ‘Artificial Intelligence’?

https://web.brid.gy/r/https://hackaday.com/2026/06/03/but-just-what-is-this-artificial-intelligence/

But Just What is This ‘Artificial Intelligence’?

https://web.brid.gy/r/https://hackaday.com/2026/06/03/but-just-what-is-this-artificial-intelligence/

distribution and length

#python #machinevision

#Tinder Plans to Let #AI Scan Your #Camera Roll

Tinder plans to let machine vision #algorithms loose on your camera roll. Instead of building a profile on their own, AI will scan users’ locally-stored photos—everything from gym #selfies to pictures of their family, sensitive documents and dick pics—to help construct profiles by determining what users’ interests and values are.
#privacy #security #dating #romance #machinevision

https://www.404media.co/tinder-plans-to-let-ai-scan-your-camera-roll/

#Tinder Plans to Let #AI Scan Your #Camera Roll

Tinder plans to let machine vision #algorithms loose on your camera roll. Instead of building a profile on their own, AI will scan users’ locally-stored photos—everything from gym #selfies to pictures of their family, sensitive documents and dick pics—to help construct profiles by determining what users’ interests and values are.
#privacy #security #dating #romance #machinevision

https://www.404media.co/tinder-plans-to-let-ai-scan-your-camera-roll/

Automation is moving from “simple pick-and-place” to human-like handling. 🤖🖐️
know more:https://zurl.co/nqpPc
#Smidmart #Cobots #DexterousGripper #TactileSensors #Robotics #MachineVision #3DVision #IndustrialAI #FlexibleAutomation #PickAndPlace #AssemblyAutomation

Raspberry Pi CM0-based industrial AI camera features motorized auto-focus system, 12-pin Ethernet/RS-232/DO aviation connector

https://web.brid.gy/r/https://www.cnx-software.com/2026/03/11/raspberry-pi-cm0-based-industrial-ai-camera-features-motorized-auto-focus-system-12-pin-ethernet-rs-232-do-aviation-connector/

University of Exeter: Wildlife imaging shows that AI models aren’t as smart as we think. “Marketing for AI imaging systems often suggests that models can easily tackle novel scenarios across ecosystems and settings, much in the same way as human observers. But in a new article, two University of Exeter researchers argue that this is based on a ‘flawed assumption’.”

University of Exeter: Wildlife imaging shows that AI models aren’t as smart as we think. “Marketing for AI imaging systems often suggests that models can easily tackle novel scenarios across ecosystems and settings, much in the same way as human observers. But in a new article, two University of Exeter researchers argue that this is based on a ‘flawed assumption’.”

Automation is moving from “perfectly placed parts” to real-world randomness — mixed bins, uneven shapes, variable orientation.
know more: https://zurl.co/3Skrb
#Smidmart #SmartGrippers #Cobots #Robotics #MachineVision #3DVision

Automation is moving from “perfectly placed parts” to real-world randomness — mixed bins, uneven shapes, variable orientation.
know more: https://zurl.co/3Skrb
#Smidmart #SmartGrippers #Cobots #Robotics #MachineVision #3DVision

Q42 Research: Expanding visual search for online art collections. “Ever wanted to find artworks containing a specific object? Like a particular vase, animal, or architectural element across an art collection? I made this a reality by combining two machine learning models during my graduation research project for Q42 and University of Applied Sciences Windesheim.”

Q42 Research: Expanding visual search for online art collections. “Ever wanted to find artworks containing a specific object? Like a particular vase, animal, or architectural element across an art collection? I made this a reality by combining two machine learning models during my graduation research project for Q42 and University of Applied Sciences Windesheim.”

The future will be zero-defect, self-correcting & vision-led. 🤖👁️
to know more visit us at smidmart: https://zurl.co/75DI2
#Smidmart #Cobot #VisionInspection #QualityControl #SmartManufacturing #Industry50 #Automation #MachineVision #ZeroDefect #FactoryAutomation

The future will be zero-defect, self-correcting & vision-led. 🤖👁️
to know more visit us at smidmart: https://zurl.co/75DI2
#Smidmart #Cobot #VisionInspection #QualityControl #SmartManufacturing #Industry50 #Automation #MachineVision #ZeroDefect #FactoryAutomation

Advantech SOM-6820 COM Express module is powered by Qualcomm Snapdragon X Elite Arm SoC

https://web.brid.gy/r/https://www.cnx-software.com/2025/12/02/advantech-som-6820-com-express-modulequalcomm-snapdragon-x-elite-arm-soc/

IEEE Spectrum: TraffickCam Uses Computer Vision to Counter Human Trafficking . “Abby Stylianou built an app that asks its users to upload photos of hotel rooms they stay in when they travel. It may seem like a simple act, but the resulting database of hotel room images helps Stylianou and her colleagues assist victims of human trafficking.”

https://rbfirehose.com/2025/11/29/ieee-spectrum-traffickcam-uses-computer-vision-to-counter-human-trafficking/

IEEE Spectrum: TraffickCam Uses Computer Vision to Counter Human Trafficking . “Abby Stylianou built an app that asks its users to upload photos of hotel rooms they stay in when they travel. It may seem like a simple act, but the resulting database of hotel room images helps Stylianou and her colleagues assist victims of human trafficking.”

https://rbfirehose.com/2025/11/29/ieee-spectrum-traffickcam-uses-computer-vision-to-counter-human-trafficking/

⛐ Bridging Vision, Language, and Mathematics: Pictographic Character Reconstruction with Bézier Curves

https://arxiv.org/abs/2511.00076

#cs #graphics #text #characters #cg #béziercurves #llm #ai #vision #machinevision

⛐ Bridging Vision, Language, and Mathematics: Pictographic Character Reconstruction with Bézier Curves

https://arxiv.org/abs/2511.00076

#cs #graphics #text #characters #cg #béziercurves #llm #ai #vision #machinevision

Kyocera triple-lens AI depth camera could help robots stop fumbling tiny objects

https://web.brid.gy/r/https://nerds.xyz/2025/11/kyocera-triple-lens-ai-depth-camera/

Kyocera triple-lens AI depth camera could help robots stop fumbling tiny objects

https://web.brid.gy/r/https://nerds.xyz/2025/11/kyocera-triple-lens-ai-depth-camera/

Nature: Fair human-centric image dataset for ethical AI benchmarking. “…we introduce the Fair Human-Centric Image Benchmark (FHIBE, pronounced ‘Feebee’), a publicly available human image dataset implementing best practices for consent, privacy, compensation, safety, diversity and utility. FHIBE can be used responsibly as a fairness evaluation dataset for many human-centric computer vision […]

https://rbfirehose.com/2025/11/06/nature-fair-human-centric-image-dataset-for-ethical-ai-benchmarking/

Self-Driving Cars and the Fight Over the Necessity of Lidar https://hackaday.com/2025/10/30/self-driving-cars-and-the-fight-over-the-necessity-of-lidar/ #TransportationHacks #machinevision

Self-Driving Cars and the Fight Over the Necessity of Lidar https://hackaday.com/2025/10/30/self-driving-cars-and-the-fight-over-the-necessity-of-lidar/ #TransportationHacks #machinevision

Self-Driving Cars and the Fight Over the Necessity of Lidar - If you haven’t lived underneath a rock for the past decade or so, you will have se... - https://hackaday.com/2025/10/30/self-driving-cars-and-the-fight-over-the-necessity-of-lidar/ #transportationhacks #machinevision

Self-Driving Cars and the Fight Over the Necessity of Lidar - If you haven’t lived underneath a rock for the past decade or so, you will have se... - https://hackaday.com/2025/10/30/self-driving-cars-and-the-fight-over-the-necessity-of-lidar/ #transportationhacks #machinevision

💔 Are Foundation Models Ready for Industrial Defect Recognition? A Reality Check on Real-World Data

https://arxiv.org/abs/2509.20479

#computing #cs #machinevision #llm #ai #ml #manufacturing #defects #automation

💔 Are Foundation Models Ready for Industrial Defect Recognition? A Reality Check on Real-World Data

https://arxiv.org/abs/2509.20479

#computing #cs #machinevision #llm #ai #ml #manufacturing #defects #automation

My brain after debugging for hours: needs spatial-temporal reasoning. General Intuition just raised $134M to teach AI agents exactly that, leveraging video game data (the same kind OpenAI wanted!). We're talking AI that understands movement through space and time. What's one mundane task you'd immediately hand over to an AI with perfect spatial reasoning?

#AI #Robotics #MachineVision #TechCrunch #FutureTech https://techcrunch.com/2025/10/16/general-intuition-lands-134m-seed-to-teach-agents-spatial-reasoning-using-video-game-clips/

📏 Automating Leaf Area Measurement in Citrus: The Development and Validation of a Python-Based Tool

https://www.mdpi.com/2076-3417/15/17/9750

#citrus #metrology #measurement #vision #machinevision #python #plants #software #softwaredevelopment #programming

🧾 Multi-Modal Vision vs. Text-Based Parsing: Benchmarking LLM Strategies for Invoice Processing

https://arxiv.org/abs/2509.04469

#software #ai #ml #llm #vision #machinevision #computervision #cs #invoice #receipt

👾 Unsupervised Instance Segmentation with Superpixels

https://arxiv.org/abs/2509.05352

#cs #arxiv #machinevision #vision #computergraphics #segmentation #sensors #ml

🤖 Machine Vision Market Report 2025 | AI, Automation & Global Industry Outlook

It will grow to $32.66 billion in 2029 at a compound annual growth rate (CAGR) of 11.3%.

Read More @ https://goodprnews.com/machine-vision-market-growth/

#marketresearchreport #marketresearch #marketintelligence #marketreport #industryanalysis #TheBusinessResearchCompany #TBRC #MachineVision

Flying Steel Detection in Wire Rod Production Based on Improved You Only Look Once v8

https://www.mdpi.com/2227-9717/13/7/2297

#sensors #manufacturing #factory #steel #yolo #neuralnetwork #cs #machinevision #ai