10 Weeks of Plugins

🚀🚀🚀 Welcome to my journey of building FiftyOne Plugins for 10 weeks! 🚀🚀🚀

This repo contains a week-by-week breakdown of the FiftyOne Plugins I built from August to October 2023

Week 0

This section consists of plugins that I built before the 10-weeks-of-plugins journey began. Consider it an added bonus!

• 🌩️ Image Quality Issues
• 📈 Concept Interpolation

Week 1

August 21, 2023

• 🎨 Text-to-Image
• Twilio Automation

Week 2

August 28, 2023

• ❓Visual Question Answering

Week 3

September 04, 2023

• 🎥 YouTube Video Player

Week 4

September 11, 2023

• 🪞 Image deduplication

Week 5

September 18, 2023

• 🔑 Keyword Search
• 👓 Optical Character Recognition

Week 6

September 25, 2023

• 🎭 Zero-shot prediction

Week 7

October 02, 2023

• 🏃 Active Learning

Week 8

October 09, 2023

• ⏪ Reverse Image Search

Week 9

October 16, 2023

• 🌌 Traversing Concept Space [Joint effort with Ibrahim Manjra]

Week 10

October 23, 2023

• 🔧 Plugin Management and Creation [Joint effort with Brian Moore]

✨ Bonus Plugins

• 🔊 Audio-to-image Retrieval
• 🔍 Semantic Document Search
• GPT-4 Vision
• Double Band Filter

🔌💡 Additional Plugin Ideas

• 🌊 Drift Detection

• ❗ Outlier Detection

• 🤿 Mask smoothing routines

• 🎥 Semantic Video Search (Twelve Labs Integration)

• 😵‍💫 Facial Blurring Thumbnails

• 🗺️ GIS Integration (Pull in data from Open Street Maps)

• 👤 Image Matting (with ViTMatte)

• 🚀 Getting Started Workflow

• 📥 Plugin Installer

• 🏷️ Label Importer

• 🕸️ Directed Acyclic Graph for Data Lineage Management

• 🔍 Hybrid (semantic + keyword) search

Contribute 💡 Ideas : Feel free to submit a PR or Issue, or message me directly if you have more ideas for plugins!

📚 Resources

• FiftyOne Plugins Documentation
  • Python Operators API Docs
  • Typescript Operators API Docs
• FiftyOne Plugins Repo
• Plugins Channel in