Level up your computer vision workflows with a free hands-on workshop for your team! Book a workshop: hubs.ly/Q04l8SlP0 These hands-on workshops are delivered by Voxel51 computer vision experts. Both virtual and in-person formats. * 60 min virtual workshop * Half-day onsite workshop * Full-day onsite workshop and hackathon #mcp #skills #computervision #ai #artificialintelligence #machinevision #machinelearning #physicalai

Join us on July 9 for day 2 of the “Best of CVPR” series. Register for the Zoom: hubs.ly/Q04l8nhB0 Talks will include: * Efficient Representation and Coding of Dynamic Light Fields - Joshitha Ravishanker at Indian Institute of Technology Madras * PHANTOM: Physics-Infused Video Generation via Joint Modeling of Visual and Latent Physical Dynamic - Ismini Lourentzou at University of Illinois Urbana-Champaign * LoST: Level of Semantics Tokenization for 3D Shapes - Niladri Dutt at UCL | Adobe * 3D Reconstruction Improves Weakly-Supervised Semantic Segmentation - Wolfgang Boettcher at Max Planck Institute for Informatics *********** Want to build better computer vision models? FiftyOne is an open source toolkit from Voxel51 (our Meetup sponsor) that helps you curate datasets, evaluate model performance, visualize embeddings, catch annotation errors, and eliminate duplicate images—all in one place. “pip install fiftyone” is all it takes to get started - hubs.ly/Q04l8Wbl0 #computervision #ai #artificialintelligence #machinevision #machinelearning #datascience #physicalai #mcp #agents

Join us on July 8 for day 1 of the “Best of CVPR series” Register for the Zoom: hubs.ly/Q04l8nZH0 Talks will include: * CylinderDepth: Cylindrical Spatial Attention for Multi-View Consistent Self-Supervised Surround Depth Estimation - Samer Abualhanud at Leibniz University Hannover * Your ViT is Secretly Also a Video Segmentation Model - Daan de Geus at Eindhoven University of Technology * LinkedOut: Linking World Knowledge Out of Video LLMs for Next-Generation Video Recommendation - Haichao Zhang at Northeastern University * Some Modalities Are More Equal Than Others: Understanding and Improving Multimodal Integration in MLLMs - Tianle Chen at Boston University *********** Want to build better computer vision models? FiftyOne is an open source toolkit from Voxel51 (our Meetup sponsor) that helps you curate datasets, evaluate model performance, visualize embeddings, catch annotation errors, and eliminate duplicate images—all in one place. “pip install fiftyone” is all it takes to get started - hubs.ly/Q04l8mFm0 #computervision #ai #artificialintelligence #machinevision #machinelearning #datascience #physicalai #mcp #agents

Level up your computer vision workflows with a free hands-on workshop for your team! Book a workshop: hubs.ly/Q04l6tJL0 These hands-on workshops are delivered by Voxel51 computer vision experts. Both virtual and in-person formats. * 60 min virtual workshop * Half-day onsite workshop * Full-day onsite workshop and hackathon #mcp #skills #computervision #ai #artificialintelligence #machinevision #machinelearning #physicalai

Join us on June 25 for the monthly AI, ML, and Computer Vision Meetup! Register for the Zoom:  hubs.ly/Q04l8ygw0 Talks will include: * Large-Scale Scene Reconstruction via Local View Transformers - Tooba Imtiaz at Northeastern University * Enhancing Low-Field MRI with Deep Super-Resolution for Improved Nipah Virus Neuroimaging - Ajay Sharma at Johns Hopkins University * Lessons learned from running AI workloads in production - David Hughes at Stelia * And Now for Something Completely Different with FiftyOne - Burhan Qaddoumi at Voxel51 *********** Want to build better computer vision models? FiftyOne is an open source toolkit from Voxel51 (our Meetup sponsor) that helps you curate datasets, evaluate model performance, visualize embeddings, catch annotation errors, and eliminate duplicate images—all in one place. “pip install fiftyone” is all it takes to get started - hubs.ly/Q04l8k-B0 #computervision #ai #artificialintelligence #machinevision #machinelearning #datascience #physicalai #mcp #agents

Join Nick Lotz on June 24 for a virtual workshop to learn how to use FiftyOne’s plugin framework to build custom computer vision applications. Register for the Zoom - hubs.ly/Q04l8fWF0 You’ll learn to extend the FiftyOne App with Python based panels and server side operators, as well as integrate external tools for labeling, vector search, and model inference into your dataset views. You’ll also automate repetitive tasks by writing custom workflows executing within the FiftyOne environment. Hands on tutorials will include: * Build Python plugins. Define plugin manifests and directory structures to register custom functionality within the FiftyOne ecosystem. * Develop server side operators. Write functions to execute model inference, data cleaning, or metadata updates from the App interface. * Build interactive panels. Create custom UI dashboards using to visualize model metrics or specialized dataset distributions. * Manage operator execution contexts. Pass data between the App front end and your backend to build dynamic user workflows. * Implement delegated execution. Configure background workers to handle long running data processing tasks without blocking the user interface. * Build labeling integrations. Streamline the flow of data between FiftyOne and annotation platforms through custom triggers and ingestion scripts. * Extend vector database support. Program custom connectors for external vector stores to enable semantic search across large sample datasets. * Package and share plugins. Distribute your extensions internally and externally *********** Want to build better computer vision models? FiftyOne is an open source toolkit from Voxel51 (our Meetup sponsor) that helps you curate datasets, evaluate model performance, visualize embeddings, catch annotation errors, and eliminate duplicate images—all in one place. “pip install fiftyone” is all it takes to get started - hubs.ly/Q04l84fl0 #mcp #skills #computervision #ai #artificialintelligence #machinevision #machinelearning #physicalai

Is Smartphone-based visual inspection the future of quality control? Read this thought provoking take on the subject at #visionsystemsdesign: bit.ly/4ckxvse. #machinevision #automatedinspection #smartphones #cameravision #automatedvision #visionsystem.

Join Adonai Vera on June 17 for a virtual workshop to learn how to build production-ready AI agents. Register for the Zoom - hubs.ly/Q04l8CSY0 Learn how to build production-ready AI agents that can reason over your data, automate complex tasks, and integrate seamlessly into your existing stack using tools, skills, and the Model Context Protocol (MCP). We’ll walk through how modern agentic systems move beyond simple prompts—leveraging structured tools like dataset operations, embeddings, evaluation pipelines, and model execution to take real action. You’ll see how these agents can tag data, run inference, evaluate performance, and surface insights automatically, all within a unified workflow. By combining natural language interfaces with programmable building blocks, teams can dramatically reduce manual effort, accelerate experimentation, and unlock faster decision-making across the ML lifecycle. *********** Want to build better computer vision models? FiftyOne is an open source toolkit from Voxel51 (our Meetup sponsor) that helps you curate datasets, evaluate model performance, visualize embeddings, catch annotation errors, and eliminate duplicate images—all in one place. “pip install fiftyone” is all it takes to get started - hubs.ly/Q04l8yZv0 #mcp #skills #computervision #ai #artificialintelligence #machinevision #machinelearning #physicalai

Level up your computer vision workflows with a free hands-on workshop for your team! Book a workshop: hubs.ly/Q04l7PcH0 These hands-on workshops are delivered by Voxel51 computer vision experts. Both virtual and in-person formats. * 60 min virtual workshop * Half-day onsite workshop * Full-day onsite workshop and hackathon #mcp #skills #computervision #ai #artificialintelligence #machinevision #machinelearning #physicalai

While #Computex2026 had plenty of robotics announcements, one of the most important ones didn’t get much attention: @intel launch of #OpenVINO Physical AI. It’s an open-source framework optimized for the new Core Ultra Series 3, built to handle the full stack of physical AI systems — #RTOS, #machinevision, navigation, AI inference, and functional safety — on a single efficient #CPU #GPU #NPU platform. A meaningful step toward scalable consumer and enterprise robotics. In this video, I discuss Intel’s broader role in enabling robotics development with John Healy From Assembly Lines to Living Rooms:  Intel’s Robotics Vision | Intel Bu... youtu.be/yX_BVGYVxW0?si=MFXi… via @YouTube

Join us on July 30 for the Zurich AI, ML and Computer Vision Meetup.  Pre-registration is mandatory - hubs.ly/Q04l7vVd0 Talks will include: * Agentic RAG and the complexity of navigating the unknown - Desara Xhura at SageWrite * Creating Micro Drama videos using Apertus, the Swiss Open Weights LLM - Miguel Rodriguez at Big Bear Engineering GmbH * Beyond the hype: deploying foundation models for enterprise visual inspection - Niccolo Avogaro at IBM Research * Building Real-World Computer Vision Systems with Voxel51 - Harpreet Sahota at Voxel51 #computervision #ai #artificialintelligence #machinevision #machinelearning #datascience #opensource #zurich

🤖 Can a #robot understand your hand gestures? 🖐️ See how #myPalletizer 260 uses #MediaPipe hand tracking to recognize gestures and enable intuitive real-time robot control. 💡 Explore more👉bit.ly/3YolHNT. #HRI #robotics #innovation #machinevision #teleoperation

Join us on July 28 for the Paris AI, ML and Computer Vision Meetup! Pre-registration is mandatory as seats are limited - hubs.ly/Q04l7Pcr0 Talks will include: * Finetuning VLMs for domain specific tasks - Amine Belhakimi at GoPro * Computer Vision at Nanoscale - Detecting, Segmenting and Analyzing Nanoparticles in microscopic images - Atif Anwer at (Ex) University Bourgogne Europe * Towards a Resolution- and Modality-Agnostic Transformers for Earth Observation - Guillaume Astruc at Imagine - ENPC * Building Real-World Computer Vision Systems with Voxel51 - Harpreet Sahota at Voxel51 * Efficient Image Generation through Smarter Data, Objectives, and Alignment - Lucas Degeorge at Ecole Polytechnique - Ecole des Ponts - AMIAD *********** Level up your computer vision workflows with a free hands-on workshop for your team! Book a workshop: hubs.ly/Q04l7-4M0 These hands-on workshops are delivered by Voxel51 computer vision experts. Both virtual and in-person formats. * 60 min virtual workshop * Half-day onsite workshop * Full-day onsite workshop and hackathon #mcp #skills #computervision #ai #artificialintelligence #machinevision #machinelearning #physicalai

Join us on July 27 for the London AI, ML and Computer Vision Meetup.  Pre-registration is mandatory - hubs.ly/Q04l7xw80 Talks will include: * UniLight: Unified Multi-Modal Lighting Representation - Zitian Zhang at Adobe Research London, Université Laval * Lessons from the Trenches of Agentic Engineering - John Adeojo at Brainqub3 * LoST: Level of Semantics Tokenization for 3D Shapes - Niladri Dutt at UCL | Adobe  * Material selection in 2D and beyond - methods, tricks and applications - Michael Fischer at Adobe * Building Real-World Computer Vision Systems with Voxel51 - Harpreet Sahota at Voxel51 #computervision #ai #artificialintelligence #machinevision #machinelearning #datascience #opensource #london

Join Nick Lotz on June 24 for a virtual workshop to learn how to use FiftyOne’s plugin framework to build custom computer vision applications. Register for the Zoom - hubs.ly/Q04l7LWF0 You’ll learn to extend the FiftyOne App with Python based panels and server side operators, as well as integrate external tools for labeling, vector search, and model inference into your dataset views. You’ll also automate repetitive tasks by writing custom workflows executing within the FiftyOne environment. Hands on tutorials will include: * Build Python plugins. Define plugin manifests and directory structures to register custom functionality within the FiftyOne ecosystem. * Develop server side operators. Write functions to execute model inference, data cleaning, or metadata updates from the App interface. * Build interactive panels. Create custom UI dashboards using to visualize model metrics or specialized dataset distributions. * Manage operator execution contexts. Pass data between the App front end and your backend to build dynamic user workflows. * Implement delegated execution. Configure background workers to handle long running data processing tasks without blocking the user interface. * Build labeling integrations. Streamline the flow of data between FiftyOne and annotation platforms through custom triggers and ingestion scripts. * Extend vector database support. Program custom connectors for external vector stores to enable semantic search across large sample datasets. * Package and share plugins. Distribute your extensions internally and externally *********** Want to build better computer vision models? FiftyOne is an open source toolkit from Voxel51 (our Meetup sponsor) that helps you curate datasets, evaluate model performance, visualize embeddings, catch annotation errors, and eliminate duplicate images—all in one place. “pip install fiftyone” is all it takes to get started - hubs.ly/Q04l7NWY0 #mcp #skills #computervision #ai #artificialintelligence #machinevision #machinelearning #physicalai

Metaphase Lighting's new Zeto Controller family redefines machine vision lighting control! Modular, DIN rail-mountable, and plug-and-play. Scale from 1 to 256 lights effortlessly. #MachineVision #Automation magicwandmedia.in/news/metap…

Level up your computer vision workflows with a free hands-on workshop for your team! Book a workshop: hubs.ly/Q04l7xKc0 These hands-on workshops are delivered by Voxel51 computer vision experts. Both virtual and in-person formats. * 60 min virtual workshop * Half-day onsite workshop * Full-day onsite workshop and hackathon #mcp #skills #computervision #ai #artificialintelligence #machinevision #machinelearning #physicalai

Join us on Aug 27 for the monthly AI, ML, and Computer Vision Meetup! Register for the Zoom: hubs.ly/Q04l7Njy0 Talks will include: * Robust Concept Protection against Diffusion-Based Image Editing and Personalization - Qiuyu Tang at Lehigh University * Building Real-World Computer Vision Systems - Daniel Gural at Voxel51 * From Pixels to the Planet: Building Scalable and Grounded AI for Science - Jianyang Gu at Ohio State University * Beyond the Barn: Non-Invasive Acidosis Detection in Dairy Cattle Through Multimodal Gas Emission Intelligence - Taminul Islam at Southern Illinois University Carbondale *********** Want to build better computer vision models? FiftyOne is an open source toolkit from Voxel51 (our Meetup sponsor) that helps you curate datasets, evaluate model performance, visualize embeddings, catch annotation errors, and eliminate duplicate images—all in one place. “pip install fiftyone” is all it takes to get started - hubs.ly/Q04l7vSw0 #computervision #ai #artificialintelligence #machinevision #machinelearning #datascience #physicalai #mcp #agents

This article explores 10 of these considerations and what to look out for when painting the full picture that makes up a #visionsystem. bit.ly/3RJ6YY0 #machinevision #automation #IIoT

Level up your computer vision workflows with a free hands-on workshop for your team! Book a workshop: hubs.ly/Q04l79gY0 These hands-on workshops are delivered by Voxel51 computer vision experts. Both virtual and in-person formats. * 60 min virtual workshop * Half-day onsite workshop * Full-day onsite workshop and hackathon #mcp #skills #computervision #ai #artificialintelligence #machinevision #machinelearning #physicalai