image-quality-issues
FiftyOne Plugin for finding common image quality issues (by jacobmarks)
concept-space-traversal-plugin
Traverse the space of concepts with a multi-modal similarity index in FiftyOne (by jacobmarks)
image-quality-issues | concept-space-traversal-plugin | |
---|---|---|
2 | 1 | |
32 | 5 | |
- | - | |
4.7 | 5.6 | |
7 months ago | about 1 year ago | |
Python | TypeScript | |
GNU General Public License v3.0 only | - |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
image-quality-issues
Posts with mentions or reviews of image-quality-issues.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-11-12.
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Data Quality: The Hidden Driver of AI Success
From our own experiences building high-performing visual AI systems, we know well that AI/ML specialists struggle with the challenges of curating high-quality datasets. That's why we’ve invested in tools and plugins such as the data quality plugin for FiftyOne, which helps you find problematic images in your dataset such as blurry images, too bright or too dark images, and potentially noisy images. And this deduplication plugin for FiftyOne helps you find near and exact duplicates in your dataset.
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Plugin for Building and Managing Plugins!
Week 0: 🌩️ Image Quality Issues & 📈 Concept Interpolation
concept-space-traversal-plugin
Posts with mentions or reviews of concept-space-traversal-plugin.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-02-09.
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Plugin for Building and Managing Plugins!
Some of these plugins were simpler than others. On one end, the Twilio automation plugin consists of a single Python file without bells and whistles. On the opposite extreme, plugins like Active Learning, which required multiple operators, caching, and special handling for many different scenarios. Plugins like Reverse Image Search and Concept Space Traversal were challenging in a different way, mostly because I am new to JavaScript. But that is for another day.
What are some alternatives?
When comparing image-quality-issues and concept-space-traversal-plugin you can also consider the following projects:
ai-art-gallery - Use text-to-image models Stable Diffusion, DALL-E2, DALL-E3, SDXL, SSD-1B, Kandinsky-2.2, and LCM from UI. Add images directly to your dataset! [Moved to: https://github.com/jacobmarks/text-to-image]
line2d
active-learning-plugin - Label your dataset with active learning in FiftyOne!
image-deduplication-plugin - Remove exact and approximate duplicates from your dataset in FiftyOne!
pytesseract-ocr-plugin - Run optical character recognition with PyTesseract from the FiftyOne App!