Shaip·2d agoMultimodal 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 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…
