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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
Add ability to choose docs for different releases to new theme
Docs
Documentation
#778
opened Sep 12, 2024 by
ethanwhite
Can the landing page appear when you click on the heading on the sidebar?
Docs
Documentation
#775
opened Sep 11, 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
CropModel should return labels not numeric values.
API
This tag is used for small improvements to the readability and usability of the python API.
Feature Request
New feature or request
good first issue
Good for newcomers
predict_tile()
output is incorrect when multiple GPUs are present
help wanted
#646
opened Mar 31, 2024 by
ethanwhite
Multi-scale cropping based on density maps.
Ideas for Machine Learning!
These are machine learning ideas and papers that could be useful for DeepForest models. High level.
#619
opened Mar 8, 2024 by
bw4sz
Outputs should attach geometry if available
Feature Request
New feature or request
good first issue
Good for newcomers
Warn users about new config args
good first issue
Good for newcomers
#582
opened Dec 13, 2023 by
bw4sz
Better error checking on label dict for multi-class
good first issue
Good for newcomers
#574
opened Dec 12, 2023 by
bw4sz
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Updated in the last three days: updated:>2024-10-05.