#visualdata — Public Fediverse posts

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

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

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

Unemployment rates in each USA state, via #voronoi

https://www.voronoiapp.com/maps/DC-and-Nevada-Have-The-Highest-Unemployment-Rates-In-The-US--3123

#data #labor #jobs #visualData

Percentage of bald males by country.

Top 5 are Spain Italy France USA and Germany

via #voronoi
#data #VisualData

#ResearchFellow #vacancy ⤵️

We are seeking a #specialist in #qualitative #research with an #intergenerational perspective. Skills in working with #youngpeople will be particularly welcome. Our data will include #interviews, #focusgroups, and #visualdata. There will be opportunities for involvement in #impact activities, especially in the later stages of the project. You will report to the Principal Investigator, Professor Alison Bowes.

Apply by 18 June: https://www.stir.ac.uk/about/work-at-stirling/list/details/?jobId=3612&jobTitle=Research%20Fellow%20(Qualitative)