Getting Started#

Installation#

Install with pip

To install with pip from PyPI:

pip install deepforest
Install with uv

To install with uv:

uv add deepforest
In-depth instructions?

Installing a specific version? Installing from source? Check the advanced installation page.

Intro to DeepForest#

DeepForest is a python package for airborne object detection and classification.

Tree crown detection

Tree crown prediction using DeepForest

Bird detection

Bird detection using DeepForest

DeepForest is a python package for training and predicting ecological objects in airborne imagery. DeepForest comes with prebuilt models for immediate use and fine-tuning by annotating and training custom models on your own data.