Automate Image Segmentation with Segment Anything, Google Earth Engine & Cloud Dataflow

Описание к видео Automate Image Segmentation with Segment Anything, Google Earth Engine & Cloud Dataflow

This video was recorded at the 🛰️ Earth Engine Partner Summit in Dublin, in July 2023.
It's a training that discusses how to use Meta’s "Segment Anything" ML model on remote sensing data from Google Earth Engine and Cloud Dataflow to automatically segment 18 million fields in Iowa, USA.

The accompanying code, segment-everything, below ⬇️

💻 Links:
- Code: https://github.com/Prindle19/segment-...
- Presentation slides: https://docs.google.com/presentation/...

📓 Chapters
0:00 Introduction / Why Segment?
2:06 Traditional Segmentation
4:06 A Segment Anything Approach
31:40 How to use Segment Anything with Dataflow
44:40 segmentEverything.py Walkthrough
49:08 Reviewing Results
51:05 Planned Improvements

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