weecology

weecology/DeepForest

Python Package for Airborne RGB machine learning

754 stars 260 forks 754 watchers Python MIT License

View on GitHub Website

16 Open Issues Need Help Last updated: Jul 21, 2026

Open Issues Need Help

View All on GitHub

Add seperate config for predict batch size and train batch size. 17 days ago

good first issue

weecology/DeepForest

754

Python Package for Airborne RGB machine learning

Python

Fix 'Working with deepforest data' docs page about 2 months ago

good first issue

weecology/DeepForest

754

Python Package for Airborne RGB machine learning

Python

PadIfNeeded augmentation is poorly named. It crops as well as pads. about 2 months ago

good first issue

weecology/DeepForest

754

Python Package for Airborne RGB machine learning

Python

Auto log a few images from train and val dataset to self.log 2 months ago

good first issue

weecology/DeepForest

754

Python Package for Airborne RGB machine learning

Python

main.deepforest.predict_file should be able to take in a dataframe, not just a csv file. 2 months ago

good first issue API

weecology/DeepForest

754

Python Package for Airborne RGB machine learning

Python

Document what is being trained in fine-tuning (and multi-class modeling) 5 months ago

good first issue Docs

weecology/DeepForest

754

Python Package for Airborne RGB machine learning

Python

CURSOR: potential bug between write and read crop model for bgr rgb swap channel order. 6 months ago

good first issue High Priority

weecology/DeepForest

754

Python Package for Airborne RGB machine learning

Python

PIL DecompressionBombError when processing large images 7 months ago

good first issue

weecology/DeepForest

754

Python Package for Airborne RGB machine learning

Python

GPU (ddp) error for evaluate_empty_frames 7 months ago

good first issue

weecology/DeepForest

754

Python Package for Airborne RGB machine learning

Python

Test deepforest label dict loaded outside the deepforest repo 7 months ago

bug good first issue Google Summer of Code

weecology/DeepForest

754

Python Package for Airborne RGB machine learning

Python

Add macro-averaged accuracy to CropModel torchmetrics 8 months ago

good first issue in progress

weecology/DeepForest

754

Python Package for Airborne RGB machine learning

Python

Profile the predict_tile method. 8 months ago

good first issue

weecology/DeepForest

754

Python Package for Airborne RGB machine learning

Python

Outputs should attach geometry if available 9 months ago

Feature Request good first issue

weecology/DeepForest

754

Python Package for Airborne RGB machine learning

Python

Improve deepforest.utilities.read_file for reading a .shp that doesn't have a image_path column 9 months ago

good first issue

weecology/DeepForest

754

Python Package for Airborne RGB machine learning

Python

Incorrect logic in utilities.read_file for gpd.GeoDataframe 10 months ago

good first issue

weecology/DeepForest

754

Python Package for Airborne RGB machine learning

Python

UnidentifiedImageError: cannot identify image file 12 months ago

good first issue Docs API

weecology/DeepForest

754

Python Package for Airborne RGB machine learning

Python