image-tsne

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This repo contains a series of notebook to arrange cultural artifacts and explore patters in metadata. 🎨

image-tsne 최신버젼 다운로드

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# Umap / Tsne

This repo contains a series of notebook to arrange cultural artifacts and explore patters in metadata.
To make it accessible we only use open source material from Wikidata as an example.

Requirements
----------

Install PIP requirements with `pip install -r requirements.txt`.

Notebooks
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- `save_wikidata_images.ipynb` creates a folder of images from a Wikidata query
- `image_tsne.ipynb` creates a tsne map from a folder of images based on visual similiarities
- `image_umap.ipynb` creates a umap map from a folder of images based on visual similiarities
- `metadata_umap.ipynb` creates a umap map from a folder of images based on values specified in a custom csv file.
- `image_shortest_path.ipynb` calculates the shortest path from an image to other.

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