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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
45
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11
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Instructions for model use (not training)
#149
csherwood-usgs
opened
2 months ago
0
Update README.md
#148
ebgoldstein
closed
3 months ago
0
layout failed: INVALID_ARGUMENT: Size of values 0 does not match size of permutation 4 @ fanin shape intf_segformer_for_semantic_segmentation/decode_head/dropout_24/dropout/SelectV2-2-TransposeNHWCToNCHW-LayoutOptimizer
#147
bestplanetarian
closed
3 months ago
8
Issue with Installation
#145
rtmccune
closed
7 months ago
2
Update README.md
#144
dbuscombe-usgs
closed
8 months ago
3
ModuleNotFoundError for 'doodleverse_utils' when running seg_images_in_folder.py
#143
joy91269
closed
8 months ago
8
Update README.md
#142
dbuscombe-usgs
closed
9 months ago
3
feature request: model calibration
#141
dbuscombe-usgs
opened
12 months ago
0
links to wiki pages
#140
cresposito
closed
3 months ago
2
Segformer prediction using `seg_images_in_folder`
#139
ebgoldstein
closed
3 months ago
5
Train_model script never finishes on wsl 2
#137
2320sharon
closed
9 months ago
15
TroubleShooting WSL GPU Installation Tips
#136
2320sharon
closed
9 months ago
31
INVALID_ARGUMENT: Cannot batch tensors with different shapes in component 0
#135
mvilar22
closed
1 year ago
5
Fix for FILTER_VALUE and file unpacking after vstack error
#134
CameronBodine
closed
1 year ago
0
Unpack files from vstack if files not in subfolder
#133
CameronBodine
closed
1 year ago
2
FILTER_VALUE>1 produce issues in make_dataset.py
#132
CameronBodine
closed
1 year ago
6
Seg gym Module error
#131
sbosse12
closed
1 year ago
8
npz format for gen_images_and_labels
#130
mvilar22
closed
1 year ago
18
adaptations for "Keras v3" format (.keras)
#129
dbuscombe-usgs
closed
1 year ago
8
Custom Loss and Metrics for SegFormer
#128
ebgoldstein
opened
1 year ago
4
How to use make_nd_dataset with images with more than 3 channels
#127
mvilar22
closed
1 year ago
4
make_nd_datasets gives only 1 class
#126
mvilar22
closed
1 year ago
9
Clear memory options
#125
dbuscombe-usgs
closed
1 year ago
2
reorganize config file inputs
#124
dbuscombe-usgs
opened
1 year ago
4
clear memory training
#122
dbuscombe-usgs
closed
1 year ago
7
update test data zenodo release with segformer example
#121
dbuscombe-usgs
closed
1 year ago
1
Troubleshooting tips?
#120
dbuscombe-usgs
closed
9 months ago
2
integrate transformers library in donda env for `segformer` model option
#119
dbuscombe-usgs
closed
1 year ago
18
Set memory growth error in `seg_images_in_folder.py`
#118
CameronBodine
closed
1 year ago
5
Memory issue / Segmentation fault for large datasets and long training times
#117
dbuscombe-usgs
closed
1 year ago
6
Dev models
#116
dbuscombe-usgs
closed
1 year ago
2
Add 'transfer learning' Transformer-based model architecture
#115
dbuscombe-usgs
closed
1 year ago
29
Ensure train / val metrics are not overwritten
#114
CameronBodine
closed
1 year ago
0
Nan train loss with cat, hinge, and kld
#113
CameronBodine
closed
1 year ago
9
Tensor shape error in train_model.py
#111
jmdelvecchio
closed
1 year ago
11
Add config option `initial_epoch` to restore model checkpoint and position in the LR scheduler
#110
dbuscombe-usgs
closed
1 year ago
4
update `utils/gen_saved_model.py` for binary NCLASSES=2 model
#109
dbuscombe-usgs
closed
2 years ago
1
remove DO_CRF option for post-processing estimated labels in `seg_images_in_folder` and install yml file
#108
dbuscombe-usgs
closed
2 years ago
1
Nov 20: new changes in Gym and `doodleverse-utils` version 0.0.12
#106
dbuscombe-usgs
closed
2 years ago
0
Fix Links in ReadMe
#105
2320sharon
closed
2 years ago
1
Some ReadMe Links Do Not Work
#104
2320sharon
closed
2 years ago
0
Tensor Shape error when mixing Greyscale + Color images
#103
sbosse12
closed
2 years ago
7
Inconsistent dims of the one-hot encoded labels in the CoastTrain dataset
#102
FlorisCalkoen
closed
1 year ago
9
New release
#101
ebgoldstein
closed
2 years ago
1
New makedatasets
#99
dbuscombe-usgs
closed
2 years ago
1
Remove the nested file structure in the test dataset and update docs if necessary
#98
dbuscombe-usgs
closed
2 years ago
2
If resized folders exist (but are empty) there is no resizing (i.e., they are not populated)
#97
ebgoldstein
closed
2 years ago
4
Bug in `seg_images_in_folder` when models are ensembled but config files do not all contain same implementation parameters
#96
dbuscombe-usgs
closed
2 years ago
1
explore loss weighting
#95
dbuscombe-usgs
closed
2 years ago
0
Test, and add description of 'utilities' scripts to wiki
#94
dbuscombe-usgs
closed
2 years ago
3
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