fiftyone-plugins
twilio-automation-plugin
| fiftyone-plugins | twilio-automation-plugin | |
|---|---|---|
| 3 | 3 | |
| 90 | 2 | |
| - | - | |
| 9.3 | 6.2 | |
| about 19 hours ago | 7 months ago | |
| Python | Python | |
| Apache License 2.0 | - |
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.
fiftyone-plugins
-
Finding Outliers in Your Vision Datasets
Outliers are found in almost every dataset. Finding them, especially across hundreds of thousands if not millions of samples can be a daunting task, but with FiftyOne, the workflow can be made simple with the Outlier Detection. If you are interested in finding more FiftyOne plugins, checkout our community repo to optimize your workflows with plugins or contribute one of your own! Plugins are highly flexible and always open source so that you can customize it exactly to your needs! Have fun exploring!
-
Build Custom Computer Vision Applications
FiftyOne Plugins Repo
-
Generating Videos from Images with Stable Video Diffusion and FiftyOne
As always, be sure to check out all of our FiftyOne Plugins for more GenAI plugins for computer vision plus much, much more! If you are interested in building your own plugins, hop into the community slack to join other developers and get access to tons of resources!
twilio-automation-plugin
-
Zero-Shot Prediction Plugin for FiftyOne
Week 1: 🎨 AI Art Gallery & Twilio Automation
-
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.
-
Build Custom Computer Vision Applications
In the AI Art Gallery and Twilio Automation plugins, I had used the ctx.trigger() method to perform operations like reloading samples (ctx.trigger(“reload_samples”)), and reloading the dataset (ctx.trigger(“reload_dataset”)). I was even aware from VoxelGPT that you could use ctx.trigger() to set the session’s view.
What are some alternatives?
vqa-plugin - Perform visual question answering on your images
image-deduplication-plugin - Remove exact and approximate duplicates from your dataset in FiftyOne!
zero-shot-prediction-plugin - Run zero-shot prediction models on your data
active-learning-plugin - Label your dataset with active learning in FiftyOne!
keyword-search-plugin - FiftyOne plugin to perform keyword search on a specified field
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]
pytesseract-ocr-plugin - Run optical character recognition with PyTesseract from the FiftyOne App!
image-quality-issues - FiftyOne Plugin for finding common image quality issues
line2d
text-to-image - 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!