Doodleverse segmentation_gym issues

Doodleverse / 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 stars 11 forks source link

issues

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Instructions for model use (not training)

#149 csherwood-usgs opened 1 week ago
0
Update README.md

#148 ebgoldstein closed 1 month 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 1 month ago
8
Issue with Installation

#145 rtmccune closed 5 months ago
2
Update README.md

#144 dbuscombe-usgs closed 6 months ago
3
ModuleNotFoundError for 'doodleverse_utils' when running seg_images_in_folder.py

#143 joy91269 closed 6 months ago
8
Update README.md

#142 dbuscombe-usgs closed 7 months ago
3
feature request: model calibration

#141 dbuscombe-usgs opened 10 months ago
0
links to wiki pages

#140 cresposito closed 1 month ago
2
Segformer prediction using `seg_images_in_folder`

#139 ebgoldstein closed 1 month ago
5
Train_model script never finishes on wsl 2

#137 2320sharon closed 7 months ago
15
TroubleShooting WSL GPU Installation Tips

#136 2320sharon closed 7 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 7 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 1 year ago
1
remove DO_CRF option for post-processing estimated labels in `seg_images_in_folder` and install yml file

#108 dbuscombe-usgs closed 1 year ago
1
Nov 20: new changes in Gym and `doodleverse-utils` version 0.0.12

#106 dbuscombe-usgs closed 1 year ago
0
Fix Links in ReadMe

#105 2320sharon closed 1 year ago
1
Some ReadMe Links Do Not Work

#104 2320sharon closed 1 year ago
0
Tensor Shape error when mixing Greyscale + Color images

#103 sbosse12 closed 1 year 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 1 year ago
1
New makedatasets

#99 dbuscombe-usgs closed 1 year ago
1
Remove the nested file structure in the test dataset and update docs if necessary

#98 dbuscombe-usgs closed 1 year ago
2
If resized folders exist (but are empty) there is no resizing (i.e., they are not populated)

#97 ebgoldstein closed 1 year 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 1 year ago
1
explore loss weighting

#95 dbuscombe-usgs closed 1 year ago
0
Test, and add description of 'utilities' scripts to wiki

#94 dbuscombe-usgs closed 1 year ago
3