In the annotation of pictorial elements on ancient seals, machine-supported systems are useful for detecting recurring shapes and visual patterns. What they don’t provide is context: ambiguity, wear, iconographic convention, or cultural meaning.

Annotation is not a neutral technical step.
It is the moment where interpretation turns into structured data.

That’s why expert control is not optional, but essential.

#DigitalArchaeology #Annotations
#MachineLearning #VisualData #ToolsAndTechniques

Chuyển đổi PDF nhàm chán thành infographic dễ chia sẻ với 5 bước: trích xuất số liệu, thiết kế 3-5 bảng, ghi chú rõ ràng, nguồn tài liệu và xuất file dọc (mobile-first). Sử dụng Energent AI hỗ trợ bố cục. Bạn muốn các báo cáo ngành nào (kinh doanh, sức khỏe, khoa học) được chuyển đổi? Tiêu chí nào giúp infographic đáng tin cậy? #DuLieu #ThietKe #Infographic #VisualData

https://www.reddit.com/r/SideProject/comments/1pphfct/i_made_a_simple_pdf_infographic_workflow_for/

Gemini AI is teaching LLMs to understand the geometry behind every pixel. By adding spatial intelligence, it can map 2‑D visual data to 3‑D scenes, generate accurate bounding boxes and reason about depth. This leap could reshape how open‑source models handle vision. Dive into the details and see the future of pixel‑to‑world reasoning. #GeminiAI #SpatialIntelligence #VisualData #BoundingBoxes

🔗 https://aidailypost.com/news/gemini-ai-employs-spatial-intelligence-link-pixels-3d-world

Coactive’s AI platform auto-tags and analyzes images, video & audio, slashing manual sorting from days to milliseconds to boost efficiency. #AIEfficiency #VisualData #SMB

https://news.mit.edu/2025/coactive-helps-machines-understand-visual-content-ai-0609

Increase your data visualization using Iconadda’s free graphic assets

#GraphDesign #DataVisualization #GraphIcons #ChartIllustration #AnalyticsDesign #InfographicAssets #DataDrivenDesign #GraphVectors #BusinessAnalytics #FinancialCharts #DataIcons #StatisticalGraphics #InformationDesign #VisualData #GraphIllustration #EconomyGraphics #LineChart #PieChart #BarGraph #CreativeData

https://www.iconadda.com

Percentage of bald males by country.

Top 5 are Spain Italy France USA and Germany

via #voronoi
#data #VisualData

This is a very insightful and interesting visual graph of the articles inside the English @wikipedia. It highlights certain communities of articles and checks on whether the "six degrees of separation" idea does apply to links between articles inside the #Wikipedia.

https://youtu.be/JheGL6uSF-4

#visualdata #adumb #wikidata #FantaCake #FantaKuchen