https://github.com/capjamesg/sam-clip
Use Grounding DINO, Segment Anything, and CLIP to label objects in images.
Science Score: 13.0%
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
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○DOI references
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○Academic publication links
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○Committers with academic emails
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (3.7%) to scientific vocabulary
Keywords
clip
computer-vision
segment-anything
zero-shot-object-detection
Last synced: 9 months ago
·
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Repository
Use Grounding DINO, Segment Anything, and CLIP to label objects in images.
Basic Info
Statistics
- Stars: 31
- Watchers: 3
- Forks: 5
- Open Issues: 0
- Releases: 0
Topics
clip
computer-vision
segment-anything
zero-shot-object-detection
Created over 2 years ago
· Last pushed over 2 years ago
Metadata Files
Readme
License
README.md
sam-clip
Use Grounding DINO, Segment Anything, and CLIP to label objects in images.
Below is an image with segmentation masks of all McDonalds logos in an image.
This demo was created by sending the prompt logo to Grounding DINO and SAM, then classifying each prediction using CLIP with two prompts: McDonalds and Burger King.
License
This project is licensed under an MIT license.
Owner
- Name: James
- Login: capjamesg
- Kind: user
- Location: Scotland
- Company: @Roboflow
- Website: jamesg.blog
- Repositories: 320
- Profile: https://github.com/capjamesg
from words, wonder.
GitHub Events
Total
- Watch event: 9
- Fork event: 1
Last Year
- Watch event: 9
- Fork event: 1
Issues and Pull Requests
Last synced: 10 months ago
All Time
- Total issues: 1
- Total pull requests: 0
- Average time to close issues: 3 days
- Average time to close pull requests: N/A
- Total issue authors: 1
- Total pull request authors: 0
- Average comments per issue: 2.0
- Average comments per pull request: 0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 0
- Pull requests: 0
- Average time to close issues: N/A
- Average time to close pull requests: N/A
- Issue authors: 0
- Pull request authors: 0
- Average comments per issue: 0
- Average comments per pull request: 0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- agustyawan-arif (1)
Pull Request Authors
Top Labels
Issue Labels
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Dependencies
requirements.txt
pypi
- autodistill *
- autodistill_clip *
- autodistill_grounded_sam *
- opencv-python *
- supervision *