Build Custom Computer Vision Applications

This page summarizes the projects mentioned and recommended in the original post on dev.to

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  • ten-weeks-of-plugins

    My journey during 10 weeks of building FiftyOne plugins

  • Because FiftyOne plugin components map fairly directly onto React Material UI components, I found that the FiftyOne Plugin docs plus the Material UI docs plus ChatGPT was more than enough to turn my vision into reality. If you’d like to dive deeper into this, let me know and I’ll put together some resources :)

  • fiftyone-plugins

    A curated list of plugins that you can add to your FiftyOne install!

  • FiftyOne Plugins Repo

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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  • 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!

  • 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.

  • twilio-automation-plugin

    Automate data ingestion into FiftyOne with Twilio

  • 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.

  • vqa-plugin

    Perform visual question answering on your images

  • fiftyone plugins download https://github.com/jacobmarks/vqa-plugin

  • voxelgpt

    AI assistant that can query visual datasets, search the FiftyOne docs, and answer general computer vision questions

  • Sometimes, however, it’s nice to be able to create a custom user interface. Take VoxelGPT for instance: the chatbot-like interface (plus easy statefulness!) is really only possible when given its own devoted space within the FiftyOne App. In FiftyOne, creating custom interfaces like this is possible via JavaScript Plugins, which give you blank canvases on which to design workflows and experiences.

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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