https://github.com/daniel-furman/cv-feature-eng-experiments
Hugging Face models are all you need for “vanilla” image classification
Science Score: 13.0%
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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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○Academic publication links
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○Committers with academic emails
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○Scientific vocabulary similarity
Low similarity (3.8%) to scientific vocabulary
Keywords
computer-vision
pytorch
transformers
Keywords from Contributors
species-distribution-modeling
Last synced: 7 months ago
·
JSON representation
Repository
Hugging Face models are all you need for “vanilla” image classification
Basic Info
- Host: GitHub
- Owner: daniel-furman
- License: mit
- Language: Python
- Default Branch: master
- Homepage: https://bit.ly/3FDtYVa
- Size: 1.4 GB
Statistics
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
- Releases: 0
Topics
computer-vision
pytorch
transformers
Created over 3 years ago
· Last pushed about 3 years ago
Metadata Files
Readme
License
README.md
From satellite imagery, classify land cover type
- [Colab notebook] with full implementation
- [ConvNext] and [BEiT] models hosted inference
)
Figure 1: The five types of land cover labels contained in the classification experiments
Owner
- Name: Daniel Furman
- Login: daniel-furman
- Kind: user
- Location: San Francisco
- Company: @twosixcapital
- Repositories: 6
- Profile: https://github.com/daniel-furman
Master’s student, UC Berkeley School of Information. University of Pennsylvania alum. DS @twosixcapital. Prev MLE @understory.ai.
GitHub Events
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Last Year
Committers
Last synced: about 1 year ago
Top Committers
| Name | Commits | |
|---|---|---|
| Daniel Furman | d****n@D****l | 32 |
| Daniel Furman | d****n@g****m | 24 |
| Daniel Furman | d****n@D****n | 4 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: about 1 year ago
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- Total pull requests: 0
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- Total issue authors: 0
- Total 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
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