Nov 11th, 2022 release

[renatolfc]

Hello,

We've just merged a PR that, among other notebooks shown below, adds and example for AML (Azure Machine Learning) integration.

Moreover, we fixed a correctness issue in the orchestration backend and recommend an update to all users.

If you already have a clone of the repository, a

git pull

Should fetch the new notebooks. We also recommend an update of the backend images with

bash farmvibes-ai.sh update-images

Finally, you might want to update the client code with

pip install ./src/vibe_core

Please let us know if you face any issues.

Here's the summary of all changes:

Workflows

• [📈 IMPROVEMENT] data_processing/index/index workflow now supports the following vegetation indices:
  • [🎉 NEW] NDRE: Normalized Difference Red Edge index
  • [🎉 NEW] RECI: Red-Edge Chlorophyll Vegetation Index
  • [🎉 NEW] NDMI: Normalized Difference Moisture Index
• [📈 IMPROVEMENT] Reorganized the crop segmentation notebook and added examples with AML (Azure Machine Learning) integration
• [🎉 NEW] Added a Sentinel/SpaceEye notebook
• [🎉 NEW] Added a Land Degradation analysis notebook
• [🎉 NEW] Added a notebook showcasing the vegetation indices supported by the platform
• [🎉 NEW] Added a weed detection workflow

Backend

• [⚒️ FIX] Fixed an issue in which workflow execution could halt indefinitely