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visual-layer / fastdup

fastdup is a powerful free tool designed to rapidly extract valuable insights from your image & video datasets. Assisting you to increase your dataset images & labels quality and reduce your data operations costs at an unparalleled scale.
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Add TSNE visualization section to DINOv2 notebook #181

Closed dnth closed 1 year ago

dnth commented 1 year ago

Here's how the embeddings extracted via DINOv2 looks like when visualized with TSNE.

The plot is interactive. You can zoom in/out and view them as you like - https://app.reviewnb.com/visual-layer/fastdup/pull/181/

image

review-notebook-app[bot] commented 1 year ago

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dnth commented 1 year ago

@dbickson here's the notebook on nbviewer https://nbviewer.org/github/dnth/fastdup/blob/de0e90bdeddebd125bff8537bdac48027f6cdcb7/examples/dinov2_notebook.ipynb