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5 Questions to Ask Before Getting Started with Data Annotation: What is data annotation? Why is it essential? What are common label types for models? How do AI-powered data annotation tools help with the computer vision labeling process? What’s the best way to get started?
4 minutes read
Developed at Google Research, HyperTransformer decouples the task space and individual task complexity to generate all model weights in just one pass — while also offering support for unlabeled sample ingestion.
Designed to dramatically reduce the amount of training data needed for an image recognition system, this one-shot approach "inspired by nativism" takes a leaf from humans' ability to intuit and abstract.
Designed to fight bias in both neural network classifiers and the datasets on which they are trained, StylEx lets you play with sliders to figure out exactly what makes a model tick.
Considered obsolete since the introduction of vision transformers, ConvNeXt proves there's life in convolution yet — outperforming its rivals by adopting some of their own tricks.
MotionCam-3D by Photoneo enables 3D scanning & handling of objects that are moving on an overhead conveyor without interruption. The camera provides high-quality 3D data even while the objects are moving, swinging, or slightly rotating.
Wearable sensors plus computer vision could reduce the likelihood of degenerative joint disease.
3 minutes read
This handbook introduces the concept of bin-picking, and explores its complexity through real-case studies.
2 minutes read
KOPR spol. s.r.o. developed a solution for advanced laser cutting of heavy hot-formed parts and their subsequent quality check. The solution deploys 3D vision and Bin Picking Studio from Photoneo and an ABB robot.
2 minutes read
An advanced solution for automated inspection of bricks that combines top technologies by Photoneo and PEKAT VISION.
In this episode, we talk about how computer vision works and discuss an application coming out of the Technical University of Denmark that can help dairy farmers remove weeds from their fields.
Kinalisoft developed a solution for the automation of electrical inspection of PCBs. The system uses Photoneo 3D vision to get high-resolution and high-accuracy 3D data.
Learn how vision AI can be used to prevent damage and contamination by detecting unwanted material during processing and manufacturing.
3 minutes read
A solution by Skeletex Research allows users to view and edit 3D scans up-close in VR using Photoneo 3D vision.
The GCP “Architecting Cloud Solutions” podcast hosts the CEO of Plainsight, Carlos Anchia, to talk about Plainsight’s no-code vision AI platform that utilizes Google Cloud services such as Vertex AI.
