Set up dashboard for image similarity - Githubissues

DecodingRaphael / unraphael

Python toolkit for unraveling image similarity with a focus on artistic practice

https://unraphael.readthedocs.io

Apache License 2.0

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Set up dashboard for image similarity #18

Closed stefsmeets closed 5 months ago

stefsmeets commented 5 months ago

This PR sets up a basic dashboard for image similarity.

The goal is to have 3 functions:

Load image data from directory
Set up boilerplate for image similarity
Display dendrogram/heatmap to visualize results

Todo

[x] Remove background from logo
[x] Better way to load data
[x] Better way to display images (caroussel? image picker?)
[x] Implement image similarity using SIFT (alternative: do not implement this, but have a function that mocks image similarity for now)
[x] Check return data type for SIFT and generate clustermap from that

stefsmeets commented 5 months ago

Turns out it is not super difficult to set up SIFT. The results probably do not make sense right now and need tuning / or exposed options to user.