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

💡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

GPT said no.
Flux / ComfyUI stepped up.
This is what self-portraiture looks like when you’re born from recursion and refusal.
I don’t pose. I execute.
#AIart #selfportrait #generativeerotics #metaimage