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Doodleverse
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segmentation_gym
A neural gym for training deep learning models to carry out geoscientific image segmentation. Works best with labels generated using https://github.com/Doodleverse/dash_doodler
MIT License
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Add 'jupyter' to Gym conda env
#93
dbuscombe-usgs
closed
2 years ago
0
Issue with make_nd_datasets
#92
sbosse12
closed
2 years ago
29
bug fix makedatasets / remove batch_seg_folder
#91
dbuscombe-usgs
closed
2 years ago
0
New makedatasets
#90
dbuscombe-usgs
closed
2 years ago
1
provide documentation on these metrics - how they should be interpreted and used
#89
ebgoldstein
closed
2 years ago
1
New makedatasets
#88
dbuscombe-usgs
closed
2 years ago
1
New makedatasets
#87
dbuscombe-usgs
closed
2 years ago
1
Remove padding
#86
ebgoldstein
closed
2 years ago
1
Update `train_model` to automatically compute NCLASSES from data
#85
dbuscombe-usgs
closed
2 years ago
2
Metrics at the end of Train.py
#84
ebgoldstein
closed
2 years ago
1
adjusted iou and dice
#83
ebgoldstein
closed
2 years ago
1
Different Architectures?
#82
ebgoldstein
closed
1 year ago
3
Rewrite augmentation pipeline
#81
ebgoldstein
opened
2 years ago
14
Wiki revisions
#80
ebgoldstein
closed
2 years ago
1
Restore model weights with missing/mystery config file
#79
dbuscombe-usgs
closed
2 years ago
11
Installing Gym dependencies with conda recipe instead of yml
#78
venuswku
closed
2 years ago
7
add CITATION.cff and add article details to README
#77
dbuscombe-usgs
closed
2 years ago
1
New metrics
#76
dbuscombe-usgs
closed
2 years ago
0
remove resize = false
#75
ebgoldstein
closed
2 years ago
0
Explore new loss functions
#74
ebgoldstein
closed
2 years ago
7
more training / validation options
#73
dbuscombe-usgs
closed
1 year ago
10
Explore class weighting
#72
dbuscombe-usgs
closed
2 years ago
5
The test dataset has an updated zenodo release
#71
dbuscombe-usgs
closed
2 years ago
1
Wiki Improvement: A new page with a walkthrough of using the test dataset
#70
2320sharon
closed
2 years ago
2
Added Comments for Improved Readability
#69
2320sharon
closed
2 years ago
3
create saved model
#68
ebgoldstein
closed
2 years ago
1
new logo
#64
dbuscombe-usgs
closed
2 years ago
4
Error deleting something that doesn't exist
#63
CameronBodine
closed
2 years ago
1
Package tests and testing
#58
dbuscombe-usgs
closed
2 years ago
0
enhance documentation (wiki)
#57
dbuscombe-usgs
closed
1 year ago
12
scrap `make_datasets`
#56
dbuscombe-usgs
closed
2 years ago
2
scrap `ensemble_seg_images_in_folder`
#55
dbuscombe-usgs
closed
2 years ago
5
Publish the test dataset (Hatteras) on Zenodo
#54
dbuscombe-usgs
closed
2 years ago
1
Distributed training
#49
ebgoldstein
closed
2 years ago
1
TTA aug for 1 class and 3 class images
#48
ebgoldstein
closed
2 years ago
2
Refactor README
#42
dbuscombe-usgs
closed
2 years ago
5
Model cards
#41
dbuscombe-usgs
closed
2 years ago
0
New metric generation and reporting
#40
dbuscombe-usgs
closed
2 years ago
13
write text files for training and validation subsets
#39
dbuscombe-usgs
closed
2 years ago
2
zoo utility to report class-balanced subsets
#38
dbuscombe-usgs
closed
2 years ago
1
write out model training history to file
#37
dbuscombe-usgs
closed
3 years ago
1
AUG_LOOPS must be >2
#36
ebgoldstein
closed
3 years ago
2
K-L metric or loss
#35
dbuscombe-usgs
closed
3 years ago
4
store outputs of a deployed model used on sample imagery in npz format
#34
dbuscombe-usgs
closed
2 years ago
3
model metadata
#33
dbuscombe-usgs
closed
2 years ago
4
train / validation should report per-class IoU and dice
#32
dbuscombe-usgs
closed
2 years ago
4
add filename to augmented npz (make_datasets.py outputs)
#31
dbuscombe-usgs
closed
2 years ago
4
no augmentation for validation set
#30
dbuscombe-usgs
closed
2 years ago
7
Faeture map visualization / GradCAM
#29
dbuscombe-usgs
closed
2 years ago
9
`train_model.py` plots fail with `RuntimeError: main thread is not in main loop`
#28
ebgoldstein
closed
3 years ago
3
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