🚨 Just dropped a heartbeat into our biggest PRIME CENTER module.
Handling image analysis in microscopy in multi-user environments — effortlessly.
🧠 2×160 cores
⚙️ 640 threads
Built for large-scale imaging core facilities.
Proud of the team. More to come.
#Microscopy #BigImageData #OCTAGONPRIME
A collage of many small images of artwork, scattered across a light-colored background.
💡When designing an image API, it’s worth going beyond just returning image URLs and the usual meta data.
Including image feature vectors in the response can significantly expand what’s possible for users and researchers. 🧵
#bigimagedata #metaimage #digitalarthistory
Image by https://www.researchgate.net/publication/324726017_t-SNE_based_feature_extraction_technique_for_multi-layer_perceptron_neural_network_classifier
Including image features in the JSON response lowers technical entry barriers and enables powerful applications – not just for data scientists, but also for curators, scholars, and developers working on visual interfaces.
#metaimage #bigimagedata
Why does it matter?
If the API already provides features (e.g. extracted via ResNet or similar), users can directly perform t-SNE or other dimensionality reduction techniques without first downloading the images and processing them locally.
#bigimagedata #machinelearning
💡When designing an image API, it’s worth going beyond just returning image URLs.
Including image feature vectors in the response can significantly expand what’s possible for users and researchers. 🧵
#bigimagedata #metaimage #digitalarthistory
🚀 News from Octagon Data! Here are our OCTAGON PRIME housings!
Not just boxes — they’re built for:
🔥 heat control
🔇 low noise at full load
🔌 future upgrades
Designed to grow with the tech and being future proof for the next years to come!
#FutureProof #HPC #OCTAGONPRIME #BigImageData #Microscopy
The image features the cover page of an academic article titled "Big Visual Data as a New Form of Knowledge. An Introduction to the Topic and Its Background" by Sebastian W. Hoggenmüller. It includes an abstract discussing key themes such as
Special Issue “Big Visual Data als neue Form des Wissens” – jetzt online-first
Die Einleitung zum Sonderheft der Schweizerischen Zeitschrift für Soziologie ist jetzt verfügbar. Sechs Beiträge erkunden Potenziale & Herausforderungen visueller Daten in der […]
[Original post on det.social]
