clip_playground
An ever-growing playground of notebooks showcasing CLIP's impressive zero-shot capabilities
Science Score: 26.0%
This score indicates how likely this project is to be science-related based on various indicators:
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○CITATION.cff file
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✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
○DOI references
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○Academic publication links
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○Academic email domains
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (5.9%) to scientific vocabulary
Keywords
Repository
An ever-growing playground of notebooks showcasing CLIP's impressive zero-shot capabilities
Basic Info
- Host: GitHub
- Owner: kevinzakka
- License: mit
- Language: Jupyter Notebook
- Default Branch: main
- Homepage: https://blog.kzakka.com/posts/clip/
- Size: 11.3 MB
Statistics
- Stars: 165
- Watchers: 3
- Forks: 13
- Open Issues: 3
- Releases: 0
Topics
Metadata Files
README.md
Playground for CLIP-like models
| Demo | Colab Link |
| ------------- | ------------- |
| GradCAM Visualization | 
|
| Naive Zero-shot Detection | |
| Smarter Zero-shot Detection | |
| Captcha Solver | |
If you find this playground useful, consider citing it:
bibtex
@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.
Owner
- Name: Kevin Zakka
- Login: kevinzakka
- Kind: user
- Website: kzakka.com
- Twitter: kevin_zakka
- Repositories: 24
- Profile: https://github.com/kevinzakka
PhD @ UC Berkeley.
GitHub Events
Total
- Watch event: 17
Last Year
- Watch event: 17
Issues and Pull Requests
Last synced: over 1 year ago
All Time
- Total issues: 3
- Total pull requests: 1
- Average time to close issues: N/A
- Average time to close pull requests: about 1 hour
- Total issue authors: 3
- Total pull request authors: 1
- Average comments per issue: 0.33
- Average comments per pull request: 1.0
- Merged pull requests: 1
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 1
- Pull requests: 0
- Average time to close issues: N/A
- Average time to close pull requests: N/A
- Issue authors: 1
- Pull request authors: 0
- Average comments per issue: 1.0
- Average comments per pull request: 0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- cofly2014 (1)
- xyxxmb (1)
- rom1504 (1)
Pull Request Authors
- jimmyyhwu (1)