Skip to content

embedding‐projector‐standalone

Bankn8II©$A edited this page Jun 16, 2025 · 1 revision

Welcome to the embedding-projector-standalone wiki!

channels computer row

random first word jag har peckat på!:

https://barionleg.github.io/embedding-projector-standalone/

PCA

next: T-SNE UMAP

image

image

docs/gocs source: https://distill.pub/2016/misread-tsne/

UMAP

https://umap-learn.readthedocs.io/en/latest/how_umap_works.html

image

PixPlot by UMAP

https://github.com/aibolem/CSN/wiki

PixPlot provides an overview of large photo-collections. In the demonstration app from Yale’s Digital Humanities lab it provides a window on the Meserve-Kunhardt Collection of historical photographs. The approach uses convolutional neural nets to reduce the images to 2048 dimensions, and then uses UMAP to present them in a 2-dimensional map which the user can interactive pan and zoom around in. This process results in similar photos ending up in similar regions of the map allowing for easy perusal of large photo collections. The PixPlot project is also available on github in case you wish to train it on your own photo collection.

image

https://www.wikiart.org/en/mikalojus-ciurlionis/allegro-sonata-of-the-serpent-1908

Clone this wiki locally