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[WIP] Update multimodal functionalities #450

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[WIP] Update multimodal functionalities #450

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  • Fixed some issues in GenericMultiModalDataModule
  • Fixed issues in MultiMAE
  • Fixed issues in multi-label classification task

blumenstiel and others added 30 commits December 12, 2024 14:08
@blumenstiel
Fix zarr loading error
1ab36b6 
Signed-off-by: Benedikt Blumenstiel <[email protected]>
@blumenstiel
Add try catch testing
0d293be 
Signed-off-by: Benedikt Blumenstiel <[email protected]>
@blumenstiel
Merge branch 'IBM:main' into multimodal
7c5872a
@blumenstiel
Updated multimodal dataset
718ec85 
Signed-off-by: Benedikt Blumenstiel <[email protected]>
@blumenstiel
Merge branch 'IBM:main' into multimodal
e76f03f
@blumenstiel
Update multi mae
f5d7c41 
Signed-off-by: Benedikt Blumenstiel <[email protected]>
@blumenstiel
Update multi mae
f0cf9ae 
Signed-off-by: Benedikt Blumenstiel <[email protected]>
@blumenstiel
Fix multi mae config
9b5405d 
Signed-off-by: Benedikt Blumenstiel <[email protected]>
@blumenstiel
Update multi mae code
83fbb1d 
Signed-off-by: Benedikt Blumenstiel <[email protected]>
@blumenstiel
updated multimae and plotting
11cae7b
@blumenstiel
Merge branch 'IBM:main' into multimodal
0ceaa54
@blumenstiel
Fix multimae
3b38602 
Signed-off-by: Benedikt Blumenstiel <[email protected]>
@blumenstiel
Fix multimodal dataset
b5b1542 
Signed-off-by: Benedikt Blumenstiel <[email protected]>
@blumenstiel
Merge branch 'IBM:main' into multimodal
43f90a8
@blumenstiel
Fix multilabel classification
88bce70 
Signed-off-by: Benedikt Blumenstiel <[email protected]>
@blumenstiel
Fix classification target dtype
0bb1647 
Signed-off-by: Benedikt Blumenstiel <[email protected]>
@blumenstiel
Support multimodal datasets in classification
51248a4 
Signed-off-by: Benedikt Blumenstiel <[email protected]>
@blumenstiel
Fix default setting
d799a14 
Signed-off-by: Benedikt Blumenstiel <[email protected]>
@blumenstiel
Fix mm dataset
bc207a6 
Signed-off-by: Benedikt Blumenstiel <[email protected]>
@blumenstiel
Fix mm dataset
b686ac1 
Signed-off-by: Benedikt Blumenstiel <[email protected]>
@blumenstiel
Fix classification tasks
453341a 
Signed-off-by: Benedikt Blumenstiel <[email protected]>
@blumenstiel
Fix mm dataset
7161bd0 
Signed-off-by: Benedikt Blumenstiel <[email protected]>
@blumenstiel
Add registry
a36573b 
Signed-off-by: Benedikt Blumenstiel <[email protected]>
@blumenstiel
Add registry
30e0b72 
Signed-off-by: Benedikt Blumenstiel <[email protected]>
@blumenstiel
Add prithvi mae models
81f14b6 
Signed-off-by: Benedikt Blumenstiel <[email protected]>
@blumenstiel
rename prithvi model_bands to bands
026c6fa 
Signed-off-by: Benedikt Blumenstiel <[email protected]>
@blumenstiel
Add full model library
e282b09 
Signed-off-by: Benedikt Blumenstiel <[email protected]>
@blumenstiel
Prithvi add loss dict
f6e6b70 
Signed-off-by: Benedikt Blumenstiel <[email protected]>
@blumenstiel
Merge branch 'IBM:main' into multimodal
9f1b393
@blumenstiel
Add reconstruction_tasks
1b7f40e 
Signed-off-by: Benedikt Blumenstiel <[email protected]>
blumenstiel and others added 11 commits February 21, 2025 09:16
@blumenstiel
Fixed tasks
ad6b992 
Signed-off-by: Benedikt Blumenstiel <[email protected]>
@blumenstiel
Update multimae
e557a38 
Signed-off-by: Benedikt Blumenstiel <[email protected]>
@blumenstiel
Update reconstruction task
7240c12 
Signed-off-by: Benedikt Blumenstiel <[email protected]>
@blumenstiel
Update prithvi
49ff9d3 
Signed-off-by: Benedikt Blumenstiel <[email protected]>
@blumenstiel
Merge branch 'multimodal' into feature/full-model-registry
dfe8221
@blumenstiel
Merge pull request #2 from IBM/feature/full-model-registry
c0f2eea 
Merge full model registry into multimodal
@blumenstiel
Fix import error
f64e4bd 
Signed-off-by: Benedikt Blumenstiel <[email protected]>
@blumenstiel
Add NDVI modality
5885d15 
Signed-off-by: Benedikt Blumenstiel <[email protected]>
@blumenstiel
Fix reconstruction training
c96e853 
Signed-off-by: Benedikt Blumenstiel <[email protected]>
@blumenstiel
Fix reconstruction training
f965793 
Signed-off-by: Benedikt Blumenstiel <[email protected]>
@blumenstiel
Fix reconstruction training
f5b5dc2 
Signed-off-by: Benedikt Blumenstiel <[email protected]>
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