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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
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
Training fails if no bounding boxes remain in patch after affine transformation
#844
opened Dec 4, 2024 by
GitMup
Standard setting for ["train"]["scheduler"]["eps"] results in TypeError
#843
opened Dec 4, 2024 by
GitMup
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.
Make sure no test API keys are committed to the repository.
#836
opened Nov 13, 2024 by
henrykironde
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
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
Clarify that multi-class example isn't expected to yield predictions
#774
opened Sep 11, 2024 by
ethanwhite
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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