Shypd.aiThe largest open index of AI toolsDeepForest is a Research & Education tool that provides a Python package for airborne RGB machine learning. It offers pre-trained models for tree crown and bird detection, which can be extended for species classification.
Trending
About
DeepForest is a Python package designed for training and predicting ecological objects within airborne RGB imagery. It comes equipped with pre-built models for tree crown object detection and bird detection, both of which are single-class modules. Users can extend these models for species classification by annotating new data and training custom models. Built on the object detection module from the torchvision package, DeepForest simplifies the process of training detection models. It aims to address the challenge of identifying individual organisms in high-resolution imagery, offering an open-source deep learning solution for crown detection and facilitating the retraining of models for various forest types, sensors, and spatial resolutions.
Capabilities
Pricing & Plans
Open Source
Free
FAQs
Trending
