How to detect canopy gaps in a forest ?

• DeepForest

  3 447 8.9 Python

  Python Package for Airborne RGB machine learning

  

You could go down the deep learning semantic segmentation route but it means training your own model or using a pretrained model like DeepForest, detectreeRGB, or TreeCrownDelineation. That last repo says it's been tested on WorldView-3 imagery which is what Esri uses for their world imagery I believe. However, you will have to set all this up and that's another kettle of fish!

• detectreeRGB

  1 32 10.0 Jupyter Notebook

  Repository for tree crown delineation from RGB imagery, coupled with methods to delineate tree crowns from LiDAR data. Further scripts to analyse the mortality rates and carbon stocks of identified individual trees.

You could go down the deep learning semantic segmentation route but it means training your own model or using a pretrained model like DeepForest, detectreeRGB, or TreeCrownDelineation. That last repo says it's been tested on WorldView-3 imagery which is what Esri uses for their world imagery I believe. However, you will have to set all this up and that's another kettle of fish!

• SurveyJS

  surveyjs.io featured

  Open-Source JSON Form Builder to Create Dynamic Forms Right in Your App. With SurveyJS form UI libraries, you can build and style forms in a fully-integrated drag & drop form builder, render them in your JS app, and store form submission data in any backend, inc. PHP, ASP.NET Core, and Node.js.

  

• TreeCrownDelineation

  1 64 4.6 Python

  Individual tree crown delineation in optical remote sensing images

  

You could go down the deep learning semantic segmentation route but it means training your own model or using a pretrained model like DeepForest, detectreeRGB, or TreeCrownDelineation. That last repo says it's been tested on WorldView-3 imagery which is what Esri uses for their world imagery I believe. However, you will have to set all this up and that's another kettle of fish!

Suggest a related project