concept-space-traversal-plugin
image-quality-issues
concept-space-traversal-plugin | image-quality-issues | |
---|---|---|
1 | 2 | |
5 | 29 | |
- | - | |
5.6 | 4.7 | |
8 months ago | about 2 months ago | |
TypeScript | Python | |
- | GNU General Public License v3.0 only |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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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.
concept-space-traversal-plugin
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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.
image-quality-issues
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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
What are some alternatives?
pytesseract-ocr-plugin - Run optical character recognition with PyTesseract from the FiftyOne App!
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]
zero-shot-prediction-plugin - Run zero-shot prediction models on your data
image-deduplication-plugin - Remove exact and approximate duplicates from your dataset in FiftyOne!
active-learning-plugin - Label your dataset with active learning in FiftyOne!
twilio-automation-plugin - Automate data ingestion into FiftyOne with Twilio
keyword-search-plugin - FiftyOne plugin to perform keyword search on a specified field
vqa-plugin - Perform visual question answering on your images