open-shelves
An open source computer vision project to identify book spines.
Science Score: 44.0%
This score indicates how likely this project is to be science-related based on various indicators:
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✓CITATION.cff file
Found CITATION.cff file -
✓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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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (5.4%) to scientific vocabulary
Keywords
Repository
An open source computer vision project to identify book spines.
Basic Info
- Host: GitHub
- Owner: capjamesg
- Language: Python
- Default Branch: main
- Homepage: https://universe.roboflow.com/capjamesg/open-shelves
- Size: 9.77 KB
Statistics
- Stars: 30
- Watchers: 5
- Forks: 2
- Open Issues: 0
- Releases: 0
Topics
Metadata Files
README.md
Open Shelves
About the Project
Open Shelves is an open source computer vision project to identify book spines.
The dataset for this project is hosted on Roboflow. You can also try all models that have been trained with this dataset on Roboflow.
You can use this dataset to train vision models to identify bookshelves.
This dataset was designed to improve the clickable bookshelves (source code) project. A key limitation of the project was the foundation models on which it depends, Grounding DINO and Segment Anything, require signifiant computational resources to run, particularly on large numbers of images. With Open Shelves, a fine-tuned model can be trained that is faster than the Grounding DINO and Segment Anything combination.
License
This project is licensed under a CC BY-NC-SA 4.0 license.
Contributors
The following people contributed to this project:
Contributing
Have images of book spines that you want to contribute to the dataset? Send them to readers [at] jamesg [dot] blog.
Owner
- Name: James
- Login: capjamesg
- Kind: user
- Location: Scotland
- Company: @Roboflow
- Website: jamesg.blog
- Repositories: 315
- Profile: https://github.com/capjamesg
from words, wonder.
Citation (CITATION.cff)
# This CITATION.cff file was generated with cffinit.
# Visit https://bit.ly/cffinit to generate yours today!
cff-version: 1.2.0
title: Open Shelves
message: >-
If you use this dataset, please cite it using the metadata
from this file.
type: dataset
authors:
- given-names: James
family-names: Gallagher
email: jamesg@jamesg.blog
orcid: "https://orcid.org/0009-0006-3736-1653"
repository-code: 'https://github.com/capjamesg/open-shelves'
url: 'https://universe.roboflow.com/capjamesg/open-shelves'
doi: 10.5281/zenodo.10885753
abstract: >-
Open Shelves is an open source dataset of annotated book
spines.
keywords:
- object-detection
- book-spines
license: CC-BY-NC-SA-4.0
GitHub Events
Total
- Watch event: 12
Last Year
- Watch event: 12
Issues and Pull Requests
Last synced: 10 months ago
All Time
- Total issues: 0
- Total pull requests: 0
- Average time to close issues: N/A
- Average time to close pull requests: N/A
- 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