Weecology's repositories
DeepForest
Python Package for Airborne RGB machine learning
DeepTreeAttention
Implementation of Hang et al. 2020 "Hyperspectral Image Classification with Attention Aided CNNs" for tree species prediction
PortalData
Official Repo of the Portal Project Data
portalPredictions
Using various models to forecast abundances at Portal
pydataweaver
The Pydata Weaver: A data Integration platform
portalcasting
Model development, deployment, and evaluation for forecasting Portal ecosystem dynamics
EvergladesWadingBird
Data from the Everglades breeding bird monitoring project
MillionTrees
The MillionTreesBenchmark
DoubleCounting
A repo for visualizing airborne imagery, making a prediction with a deepforest model and remove double counting among overlapping images.
EvergladesSpeciesModel
A deepforest model for wading bird species prediction.
AirborneFieldGuide
A general purpose system using active learning and BioClip to detect and organize airborne data
BioClip_FieldGuide
Small demo example of using bioclip to predict species tags for airborne crops
EvergladesTools
Computational tools for working with Everglades image data
everwatch-predictions
Data on Everglades wading bird colony abundances from the EverWatch computer vision workflow
everwatch-workflow
Workflow for processing UAS imagery into data on bird location and species for near real-time monitoring in the Everglades
LabelStudio_BlogPost
source code for label studio examples.
Portal-Forecast-Swap
repo for model transferability project