Shaip·Nov 3Multimodal Annotation: Why Each Modality Needs Its Own Plan | ShaipHere is a finding that should change how you scope video projects. In a widely used multimodal video dataset, clips labelled as containing…
InLevel Up CodingbySijuade Oguntayo·Oct 5Weakly Supervised Segmentation: How Far Can a Few Labelled Pixels Take You?How spreading sparse point labels yields 98% of full-mask performance on aerial imagesA response icon1A response icon1
pixelannotation·Sep 24Image Annotation vs. Video Annotation: Which Does Your AI Project Need?An AI system can only make useful decisions when it has enough context to understand what it is seeing. A retail camera may need to…
Chandana Rajeev·Sep 15Zero-Shot Defect Detection with Gemini: Prompt Engineering Tips to Improve AccuracyZero-shot detection means that we provide zero image examples to the model. Instead, using only a well-defined prompt, we ask the model to…
US-DATA Data Annotation·Sep 11What 50,000 License Plate Images Taught Us About Real-World Computer VisionA computer vision dataset looks simple until the cars are moving, the plates are dirty, the camera is tilted, and three vehicles appear in…
Tinkogroup·Apr 28Image Classification for AI: A Practical Guide for 2026Practical guide to image classification for AI: learn how to manage datasets, ensure accuracy, and scale your computer vision projects.
Shaip·Apr 17Leading Image Annotation Companies for AI in 2026 — The Global HuesNot long ago, companies picked an image annotation vendor the way they picked any back-office service: compare pricing, check turnaround…
TRANSFORM solution·Mar 12How Computer Vision Systems Learn to See: The Role of Image, Video, and LiDAR AnnotationThe idea that machines can interpret the visual world once belonged entirely to science fiction. Today, computer vision systems power…A response icon1A response icon1
Segmed·Jan 13Data Preparation for Medical Imaging AI Model DevelopmentThe introduction of AI (Artificial Intelligence) has invaded every industry, enhancing outcomes particularly in healthcare. AI in…
InObject Detection tutorialsbyEran Feit·Nov 29, 2025Automatic Image Annotation with Autodistill and YOLOv8Instead of a human drawing every bounding box and typing every label, models learn to recognize patterns and automatically assign classes…
