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An ever-growing playground of notebooks showcasing CLIP's impressive zero-shot capabilities

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kevinzakka/clip_playground

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Playground for CLIP-like models

Demo Colab Link
GradCAM Visualization Colab
Naive Zero-shot Detection Colab
Smarter Zero-shot Detection Colab
Captcha Solver Colab

If you find this playground useful, consider citing it:

@software{zakka2021clipplayground,
    author = {Zakka, Kevin},
    month = {7},
    title = {{A Playground for CLIP-like Models}},
    url = {https://github.com/kevinzakka/clip_playground},
    version = {0.0.1},
    year = {2021}
}

Changelog

2021-07-28

  • Better plotting for reCAPTCHA.

2021-07-27

  • Allow multiple captions in detection query, colon separated.
  • Allow the user to resize an image during selective search.
  • Tuned the rejection parameters of selective search.
  • Minor bugfix in naive patch detector.

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An ever-growing playground of notebooks showcasing CLIP's impressive zero-shot capabilities

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