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Issues list

Don't run on_validation_epoch_end() during sanity checking if val-accuracy-interval is greater than max epochs. API This tag is used for small improvements to the readability and usability of the python API. good first issue Good for newcomers
#859 opened Dec 17, 2024 by bw4sz
Avoid a 2nd forward pass during validation step API This tag is used for small improvements to the readability and usability of the python API. Feature Request New feature or request Performance Question on model performance and accuracy
#857 opened Dec 17, 2024 by bw4sz
incorrect URL in developer's guide
#851 opened Dec 12, 2024 by naxatra2
Better expose and document batch prediction from dataloaders API This tag is used for small improvements to the readability and usability of the python API. good first issue Good for newcomers
#849 opened Dec 11, 2024 by bw4sz
More flexible dataset class, or overide to allow multiple geometries API This tag is used for small improvements to the readability and usability of the python API.
#842 opened Dec 2, 2024 by bw4sz DeepForest 2.0
Add more deepforest usage
#827 opened Oct 29, 2024 by ethanwhite
square elongation for cropmodel API This tag is used for small improvements to the readability and usability of the python API. good first issue Good for newcomers Ideas for Machine Learning! These are machine learning ideas and papers that could be useful for DeepForest models. High level.
#820 opened Oct 22, 2024 by bw4sz
Point detection workflow
#809 opened Oct 14, 2024 by bw4sz
7 tasks
Can't we do better than destroy the entire classification head when the annotations don't match? Ideas for Machine Learning! These are machine learning ideas and papers that could be useful for DeepForest models. High level.
#798 opened Oct 1, 2024 by bw4sz
main.deepforest.predict_file should be able to take in a dataframe, not just a csv file. API This tag is used for small improvements to the readability and usability of the python API. good first issue Good for newcomers
#797 opened Sep 30, 2024 by bw4sz
Weighted Random Sampler for Multi-class detection Feature Request New feature or request Ideas for Machine Learning! These are machine learning ideas and papers that could be useful for DeepForest models. High level.
#792 opened Sep 25, 2024 by bw4sz
Better docstring checking
#787 opened Sep 19, 2024 by bw4sz
Polygon model support
#758 opened Aug 21, 2024 by bw4sz
4 tasks
More cookbooks for quick start
#754 opened Aug 18, 2024 by bw4sz
7 tasks
Improved zoom augmentations through albumentations. API This tag is used for small improvements to the readability and usability of the python API. Docs Documentation Ideas for Machine Learning! These are machine learning ideas and papers that could be useful for DeepForest models. High level.
#735 opened Aug 7, 2024 by bw4sz
4 tasks
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