DeepForest
Find trees and birds in aerial imagery, with deep learning.
DeepForest is a Python package that detects ecological objects in airborne colour imagery. It ships with a tree crown model and a bird model, which anyone can retrain on their own annotations.
And where does AI come in?
Object detection networks, built on torchvision, draw a box around each tree or bird. No pre-trained model suits every forest, so the project helps users annotate and train a model suited to their own site.
The AI label
- Model or technique
- Object detection networks (torchvision), shipped pre-trained for tree crowns and for birds.
- Model published
- Not filled in
- Where it runs
- Not filled in
- Data
- Not filled in
- Role of people
- Not filled in
- Frugality
- Not filled in
“Not filled in”: MAUB could not check it with the project. Know more? Write to us.
Run this project? Show the “Listed on MAUB” badge
Paste this code on your site: an image and a link to this page. No script, no tracker: MAUB cannot tell who displays it.
<a href="https://maub.subalpine.it/en/projets/deepforest"><img src="https://maub.subalpine.it/statique/img/badge-recense-en.svg" alt="Listed on MAUB" width="180" height="48"></a>Something wrong or out of date? Write to contact@subalpine.it.
The monthly newsletter
Once a month, what moved on MAUB, in your inbox.