├── LICENSE ├── Makefile ├── README.md ├── configs ├── __init__.py ├── callbacks │ ├── default.yaml │ ├── early_stopping.yaml │ ├── model_checkpoint.yaml │ ├── model_summary.yaml │ ├── none.yaml │ └── rich_progress_bar.yaml ├── config.yaml ├── dataset │ ├── FLAIR.yaml │ ├── Pastis.yaml │ ├── TreeSAT.yaml │ ├── test_transform │ │ ├── CROMA.yaml │ │ ├── FLAIR.yaml │ │ ├── Identity.yaml │ │ ├── MAE.yaml │ │ └── TreeSAT.yaml │ └── train_transform │ │ ├── CROMA.yaml │ │ ├── FLAIR.yaml │ │ ├── Identity.yaml │ │ ├── MAE.yaml │ │ └── TreeSAT.yaml ├── debug │ ├── default.yaml │ ├── fdr.yaml │ ├── limit.yaml │ ├── overfit.yaml │ └── profiler.yaml ├── eval.yaml ├── exp │ ├── FLAIR_OmniSAT.yaml │ ├── FLAIR_OmniSAT_FT_Aerial.yaml │ ├── FLAIR_OmniSAT_FT_MM.yaml │ ├── FLAIR_OmniSAT_FT_S2.yaml │ ├── FLAIR_Omni_Aerial.yaml │ ├── FLAIR_Omni_MM.yaml │ ├── FLAIR_Omni_S2.yaml │ ├── FLAIR_ScaleMAE_Aerial.yaml │ ├── FLAIR_ScaleMAE_FT_Aerial.yaml │ ├── FLAIR_ScaleMAE_FT_S2-4s.yaml │ ├── FLAIR_ScaleMAE_FT_S2.yaml │ ├── FLAIR_ScaleMAE_Late_fusion.yaml │ ├── FLAIR_ScaleMAE_S2-4s.yaml │ ├── FLAIR_ScaleMAE_S2.yaml │ ├── FLAIR_UTxT_Aerial.yaml │ ├── FLAIR_UTxT_MM.yaml │ ├── FLAIR_UTxT_S2.yaml │ ├── Pastis_CROMA.yaml │ ├── Pastis_CROMA_FT_MM.yaml │ ├── Pastis_CROMA_FT_S1.yaml │ ├── Pastis_CROMA_FT_S2.yaml │ ├── Pastis_OmniSAT.yaml │ ├── Pastis_OmniSAT_FT_Aerial.yaml │ ├── Pastis_OmniSAT_FT_MM.yaml │ ├── Pastis_OmniSAT_FT_S1-asc.yaml │ ├── Pastis_OmniSAT_FT_S2.yaml │ ├── Pastis_Omni_Aerial.yaml │ ├── Pastis_Omni_MM.yaml │ ├── Pastis_Omni_S1-asc.yaml │ ├── Pastis_Omni_S2.yaml │ ├── Pastis_ResNet.yaml │ ├── Pastis_ScaleMAE_Aerial.yaml │ ├── Pastis_ScaleMAE_FT_Aerial.yaml │ ├── Pastis_ScaleMAE_FT_S2-4s.yaml │ ├── Pastis_ScaleMAE_FT_S2.yaml │ ├── Pastis_ScaleMAE_Late_fusion.yaml │ ├── Pastis_ScaleMAE_S2-4s.yaml │ ├── Pastis_ScaleMAE_S2.yaml │ ├── Pastis_UTAE_Late_fusion.yaml │ ├── Pastis_UTAE_S1.yaml │ ├── Pastis_UTAE_S2.yaml │ ├── Pastis_UTxT_Aerial.yaml │ ├── Pastis_UTxT_MM.yaml │ ├── Pastis_UTxT_S1-asc.yaml │ ├── Pastis_UTxT_S2.yaml │ ├── TSAITS_Contrastive.yaml │ ├── TSAITS_OmniSAT.yaml │ ├── TSAITS_OmniSAT_FT_Aerial.yaml │ ├── TSAITS_OmniSAT_FT_MM.yaml │ ├── TSAITS_OmniSAT_FT_S1-asc.yaml │ ├── TSAITS_OmniSAT_FT_S2.yaml │ ├── TSAITS_OmniSAT_Probing_MM.yaml │ ├── TSAITS_OmniSAT_no_contrastive.yaml │ ├── TSAITS_OmniSAT_no_date_filtering.yaml │ ├── TSAITS_OmniSAT_no_index_bypass.yaml │ ├── TSAITS_Omni_Aerial.yaml │ ├── TSAITS_Omni_MM.yaml │ ├── TSAITS_Omni_S1-asc.yaml │ ├── TSAITS_Omni_S2.yaml │ ├── TSAITS_PseLTAE_Late_fusion.yaml │ ├── TSAITS_PseLTAE_S1-asc.yaml │ ├── TSAITS_PseLTAE_S2.yaml │ ├── TSAITS_ScaleMAE_FT_S2.yaml │ ├── TSAITS_ScaleMAE_Late_fusion.yaml │ ├── TSAITS_ScaleMAE_S2.yaml │ ├── TSAITS_UTxT_Aerial.yaml │ ├── TSAITS_UTxT_MM.yaml │ ├── TSAITS_UTxT_S1-asc.yaml │ ├── TSAITS_UTxT_S2.yaml │ ├── TSAI_CROMA.yaml │ ├── TSAI_CROMA_FT_MM.yaml │ ├── TSAI_CROMA_FT_S1.yaml │ ├── TSAI_CROMA_FT_S2.yaml │ ├── TSAI_MLP_Late_fusion.yaml │ ├── TSAI_MLP_S1.yaml │ ├── TSAI_MLP_S2.yaml │ ├── TSAI_OmniSAT.yaml │ ├── TSAI_OmniSAT_FT_Aerial.yaml │ ├── TSAI_OmniSAT_FT_MM.yaml │ ├── TSAI_OmniSAT_FT_S1.yaml │ ├── TSAI_OmniSAT_FT_S2.yaml │ ├── TSAI_Pse_Late_fusion.yaml │ ├── TSAI_Pse_S1.yaml │ ├── TSAI_Pse_S2.yaml │ ├── TSAI_ResNet_Aerial.yaml │ ├── TSAI_SatMAE_Aerial.yaml │ ├── TSAI_SatMAE_FT_Aerial.yaml │ ├── TSAI_SatMAE_FT_S2.yaml │ ├── TSAI_SatMAE_Late_fusion.yaml │ ├── TSAI_SatMAE_S2.yaml │ ├── TSAI_ScaleMAE_Aerial.yaml │ ├── TSAI_ScaleMAE_FT_Aerial.yaml │ ├── TSAI_ScaleMAE_FT_S2.yaml │ ├── TSAI_ScaleMAE_Late_fusion.yaml │ ├── TSAI_ScaleMAE_S2.yaml │ ├── TSAI_ViT_Aerial.yaml │ ├── TSAI_ViT_Late_fusion.yaml │ ├── TSAI_ViT_S1.yaml │ └── TSAI_ViT_S2.yaml ├── extras │ └── default.yaml ├── hparams_search │ ├── TrAI_PSE.yaml │ └── mnist_optuna.yaml ├── hydra │ └── default.yaml ├── local │ └── .gitkeep ├── logger │ ├── aim.yaml │ ├── comet.yaml │ ├── csv.yaml │ ├── many_loggers.yaml │ ├── mlflow.yaml │ ├── neptune.yaml │ ├── tensorboard.yaml │ └── wandb.yaml ├── model │ ├── Classif.yaml │ ├── Croma.yaml │ ├── MAE.yaml │ ├── loss │ │ ├── MAE.yaml │ │ ├── OmniSAT.yaml │ │ ├── OmniSAT_no_contrastive.yaml │ │ ├── OmniSAT_pastis.yaml │ │ ├── bce.yaml │ │ ├── contrastive.yaml │ │ ├── crossentropy.yaml │ │ └── utxt_classif.yaml │ ├── network │ │ ├── CROMA.yaml │ │ ├── Contrastive.yaml │ │ ├── Fine_tuning.yaml │ │ ├── Fine_tuning_MAE.yaml │ │ ├── Fine_tuning_croma.yaml │ │ ├── Late_fusion_MLP.yaml │ │ ├── Late_fusion_Pse.yaml │ │ ├── Late_fusion_PseTAE.yaml │ │ ├── Late_fusion_SatMAE.yaml │ │ ├── Late_fusion_ScaleMAE.yaml │ │ ├── Late_fusion_ScaleMAE_FLAIR.yaml │ │ ├── Late_fusion_ScaleMAE_Pastis.yaml │ │ ├── Late_fusion_UTAE.yaml │ │ ├── Late_fusion_ViT.yaml │ │ ├── MAEOmni.yaml │ │ ├── Monomodal.yaml │ │ ├── SatMAE.yaml │ │ ├── ScaleMAE.yaml │ │ ├── decoder │ │ │ ├── Omni.yaml │ │ │ └── Omni_Pastis.yaml │ │ ├── encoder │ │ │ ├── MLP.yaml │ │ │ ├── Omni.yaml │ │ │ ├── Omni_Pastis.yaml │ │ │ ├── Omni_absolute.yaml │ │ │ ├── Omni_drop.yaml │ │ │ ├── Omni_modality.yaml │ │ │ ├── Pse.yaml │ │ │ ├── PseTae.yaml │ │ │ ├── ResNet.yaml │ │ │ ├── UTAE.yaml │ │ │ ├── ViT.yaml │ │ │ ├── ViT_s.yaml │ │ │ ├── ltae.yaml │ │ │ ├── utxt_flair.yaml │ │ │ ├── utxt_pastis.yaml │ │ │ └── utxt_treesat.yaml │ │ ├── mlp │ │ │ ├── activation │ │ │ │ ├── gelu.yaml │ │ │ │ └── relu.yaml │ │ │ ├── identity.yaml │ │ │ ├── mlp.yaml │ │ │ └── norm │ │ │ │ ├── batchnorm.yaml │ │ │ │ ├── groupnorm.yaml │ │ │ │ ├── identity.yaml │ │ │ │ └── instance_1d.yaml │ │ ├── utxt_classif_flair.yaml │ │ ├── utxt_classif_pastis.yaml │ │ └── utxt_classif_treesat.yaml │ ├── test_metrics │ │ ├── metrics_classes.yaml │ │ ├── metrics_contrastif.yaml │ │ ├── metrics_mono.yaml │ │ ├── metrics_multi.yaml │ │ ├── metrics_multi_quali.yaml │ │ ├── metrics_quali.yaml │ │ ├── metrics_recons.yaml │ │ └── no_metrics.yaml │ ├── train_metrics │ │ ├── metrics_mono.yaml │ │ ├── metrics_multi.yaml │ │ └── no_metrics.yaml │ └── val_metrics │ │ ├── metrics_contrastif.yaml │ │ ├── metrics_mono.yaml │ │ ├── metrics_multi.yaml │ │ └── no_metrics.yaml ├── paths │ └── default.yaml └── trainer │ ├── cluster-a100.yaml │ ├── cluster-v100.yaml │ ├── cpu.yaml │ ├── ddp.yaml │ ├── default.yaml │ ├── gpu.yaml │ └── mps.yaml ├── environment.yaml ├── pyproject.toml ├── requirements.txt ├── setup.py └── src ├── data ├── FLAIR.py ├── Pastis.py ├── TreeSAT.py ├── __init__.py ├── datamodule.py ├── transforms │ └── transform.py └── utils.py ├── eval.py ├── models ├── losses.py ├── metrics │ └── metrics.py ├── module.py ├── module_MAE.py ├── module_croma.py └── networks │ ├── Croma.py │ ├── Fine_tuning.py │ ├── Fine_tuning_MAE.py │ ├── Late_fusion.py │ ├── MAEOmni.py │ ├── MAEOmni_drop.py │ ├── MonoModal.py │ ├── SatMAE.py │ ├── ScaleMAE.py │ ├── UTxT_classif.py │ ├── decoders.py │ ├── encoder │ ├── Croma_ViT.py │ ├── LTAE.py │ ├── MLP.py │ ├── Omni.py │ ├── Omni_absolute.py │ ├── Omni_contrastive.py │ ├── Omni_drop.py │ ├── Omni_modality.py │ ├── Pse.py │ ├── PseTae.py │ ├── ResNet50.py │ ├── SatViT.py │ ├── ScaleViT.py │ ├── Tae.py │ ├── UTAE.py │ ├── ViT.py │ ├── txt_model.py │ └── utils │ │ ├── convlstm.py │ │ ├── fusion_utils.py │ │ ├── irpe.py │ │ ├── ltae.py │ │ ├── ltae_flair.py │ │ ├── patch_embeddings.py │ │ ├── pos_embed.py │ │ ├── positional_encoding.py │ │ ├── rpe_ops │ │ ├── README.md │ │ ├── rpe_index.cpp │ │ ├── rpe_index.py │ │ ├── rpe_index_cuda.cu │ │ └── setup.py │ │ ├── satmae_helpers.py │ │ ├── utae_model.py │ │ └── utils_ViT.py │ └── mlp.py ├── train.py ├── train_pastis_20.py └── utils ├── __init__.py ├── instantiators.py ├── logging_utils.py ├── preprocess_tsaits.py ├── pylogger.py ├── rich_utils.py └── utils.py /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/LICENSE -------------------------------------------------------------------------------- /Makefile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/Makefile -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/README.md -------------------------------------------------------------------------------- /configs/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/__init__.py -------------------------------------------------------------------------------- /configs/callbacks/default.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/callbacks/default.yaml -------------------------------------------------------------------------------- /configs/callbacks/early_stopping.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/callbacks/early_stopping.yaml -------------------------------------------------------------------------------- /configs/callbacks/model_checkpoint.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/callbacks/model_checkpoint.yaml -------------------------------------------------------------------------------- /configs/callbacks/model_summary.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/callbacks/model_summary.yaml -------------------------------------------------------------------------------- /configs/callbacks/none.yaml: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /configs/callbacks/rich_progress_bar.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/callbacks/rich_progress_bar.yaml -------------------------------------------------------------------------------- /configs/config.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/config.yaml -------------------------------------------------------------------------------- /configs/dataset/FLAIR.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/dataset/FLAIR.yaml -------------------------------------------------------------------------------- /configs/dataset/Pastis.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/dataset/Pastis.yaml -------------------------------------------------------------------------------- /configs/dataset/TreeSAT.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/dataset/TreeSAT.yaml -------------------------------------------------------------------------------- /configs/dataset/test_transform/CROMA.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/dataset/test_transform/CROMA.yaml -------------------------------------------------------------------------------- /configs/dataset/test_transform/FLAIR.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/dataset/test_transform/FLAIR.yaml -------------------------------------------------------------------------------- /configs/dataset/test_transform/Identity.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/dataset/test_transform/Identity.yaml -------------------------------------------------------------------------------- /configs/dataset/test_transform/MAE.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/dataset/test_transform/MAE.yaml -------------------------------------------------------------------------------- /configs/dataset/test_transform/TreeSAT.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/dataset/test_transform/TreeSAT.yaml -------------------------------------------------------------------------------- /configs/dataset/train_transform/CROMA.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/dataset/train_transform/CROMA.yaml -------------------------------------------------------------------------------- /configs/dataset/train_transform/FLAIR.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/dataset/train_transform/FLAIR.yaml -------------------------------------------------------------------------------- /configs/dataset/train_transform/Identity.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/dataset/train_transform/Identity.yaml -------------------------------------------------------------------------------- /configs/dataset/train_transform/MAE.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/dataset/train_transform/MAE.yaml -------------------------------------------------------------------------------- /configs/dataset/train_transform/TreeSAT.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/dataset/train_transform/TreeSAT.yaml -------------------------------------------------------------------------------- /configs/debug/default.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/debug/default.yaml -------------------------------------------------------------------------------- /configs/debug/fdr.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/debug/fdr.yaml -------------------------------------------------------------------------------- /configs/debug/limit.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/debug/limit.yaml -------------------------------------------------------------------------------- /configs/debug/overfit.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/debug/overfit.yaml -------------------------------------------------------------------------------- /configs/debug/profiler.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/debug/profiler.yaml -------------------------------------------------------------------------------- /configs/eval.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/eval.yaml -------------------------------------------------------------------------------- /configs/exp/FLAIR_OmniSAT.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/FLAIR_OmniSAT.yaml -------------------------------------------------------------------------------- /configs/exp/FLAIR_OmniSAT_FT_Aerial.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/FLAIR_OmniSAT_FT_Aerial.yaml -------------------------------------------------------------------------------- /configs/exp/FLAIR_OmniSAT_FT_MM.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/FLAIR_OmniSAT_FT_MM.yaml -------------------------------------------------------------------------------- /configs/exp/FLAIR_OmniSAT_FT_S2.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/FLAIR_OmniSAT_FT_S2.yaml -------------------------------------------------------------------------------- /configs/exp/FLAIR_Omni_Aerial.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/FLAIR_Omni_Aerial.yaml -------------------------------------------------------------------------------- /configs/exp/FLAIR_Omni_MM.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/FLAIR_Omni_MM.yaml -------------------------------------------------------------------------------- /configs/exp/FLAIR_Omni_S2.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/FLAIR_Omni_S2.yaml -------------------------------------------------------------------------------- /configs/exp/FLAIR_ScaleMAE_Aerial.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/FLAIR_ScaleMAE_Aerial.yaml -------------------------------------------------------------------------------- /configs/exp/FLAIR_ScaleMAE_FT_Aerial.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/FLAIR_ScaleMAE_FT_Aerial.yaml -------------------------------------------------------------------------------- /configs/exp/FLAIR_ScaleMAE_FT_S2-4s.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/FLAIR_ScaleMAE_FT_S2-4s.yaml -------------------------------------------------------------------------------- /configs/exp/FLAIR_ScaleMAE_FT_S2.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/FLAIR_ScaleMAE_FT_S2.yaml -------------------------------------------------------------------------------- /configs/exp/FLAIR_ScaleMAE_Late_fusion.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/FLAIR_ScaleMAE_Late_fusion.yaml -------------------------------------------------------------------------------- /configs/exp/FLAIR_ScaleMAE_S2-4s.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/FLAIR_ScaleMAE_S2-4s.yaml -------------------------------------------------------------------------------- /configs/exp/FLAIR_ScaleMAE_S2.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/FLAIR_ScaleMAE_S2.yaml -------------------------------------------------------------------------------- /configs/exp/FLAIR_UTxT_Aerial.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/FLAIR_UTxT_Aerial.yaml -------------------------------------------------------------------------------- /configs/exp/FLAIR_UTxT_MM.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/FLAIR_UTxT_MM.yaml -------------------------------------------------------------------------------- /configs/exp/FLAIR_UTxT_S2.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/FLAIR_UTxT_S2.yaml -------------------------------------------------------------------------------- /configs/exp/Pastis_CROMA.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/Pastis_CROMA.yaml -------------------------------------------------------------------------------- /configs/exp/Pastis_CROMA_FT_MM.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/Pastis_CROMA_FT_MM.yaml -------------------------------------------------------------------------------- /configs/exp/Pastis_CROMA_FT_S1.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/Pastis_CROMA_FT_S1.yaml -------------------------------------------------------------------------------- /configs/exp/Pastis_CROMA_FT_S2.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/Pastis_CROMA_FT_S2.yaml -------------------------------------------------------------------------------- /configs/exp/Pastis_OmniSAT.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/Pastis_OmniSAT.yaml -------------------------------------------------------------------------------- /configs/exp/Pastis_OmniSAT_FT_Aerial.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/Pastis_OmniSAT_FT_Aerial.yaml -------------------------------------------------------------------------------- /configs/exp/Pastis_OmniSAT_FT_MM.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/Pastis_OmniSAT_FT_MM.yaml -------------------------------------------------------------------------------- /configs/exp/Pastis_OmniSAT_FT_S1-asc.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/Pastis_OmniSAT_FT_S1-asc.yaml -------------------------------------------------------------------------------- /configs/exp/Pastis_OmniSAT_FT_S2.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/Pastis_OmniSAT_FT_S2.yaml -------------------------------------------------------------------------------- /configs/exp/Pastis_Omni_Aerial.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/Pastis_Omni_Aerial.yaml -------------------------------------------------------------------------------- /configs/exp/Pastis_Omni_MM.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/Pastis_Omni_MM.yaml -------------------------------------------------------------------------------- /configs/exp/Pastis_Omni_S1-asc.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/Pastis_Omni_S1-asc.yaml -------------------------------------------------------------------------------- /configs/exp/Pastis_Omni_S2.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/Pastis_Omni_S2.yaml -------------------------------------------------------------------------------- /configs/exp/Pastis_ResNet.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/Pastis_ResNet.yaml -------------------------------------------------------------------------------- /configs/exp/Pastis_ScaleMAE_Aerial.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/Pastis_ScaleMAE_Aerial.yaml -------------------------------------------------------------------------------- /configs/exp/Pastis_ScaleMAE_FT_Aerial.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/Pastis_ScaleMAE_FT_Aerial.yaml -------------------------------------------------------------------------------- /configs/exp/Pastis_ScaleMAE_FT_S2-4s.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/Pastis_ScaleMAE_FT_S2-4s.yaml -------------------------------------------------------------------------------- /configs/exp/Pastis_ScaleMAE_FT_S2.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/Pastis_ScaleMAE_FT_S2.yaml -------------------------------------------------------------------------------- /configs/exp/Pastis_ScaleMAE_Late_fusion.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/Pastis_ScaleMAE_Late_fusion.yaml -------------------------------------------------------------------------------- /configs/exp/Pastis_ScaleMAE_S2-4s.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/Pastis_ScaleMAE_S2-4s.yaml -------------------------------------------------------------------------------- /configs/exp/Pastis_ScaleMAE_S2.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/Pastis_ScaleMAE_S2.yaml -------------------------------------------------------------------------------- /configs/exp/Pastis_UTAE_Late_fusion.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/Pastis_UTAE_Late_fusion.yaml -------------------------------------------------------------------------------- /configs/exp/Pastis_UTAE_S1.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/Pastis_UTAE_S1.yaml -------------------------------------------------------------------------------- /configs/exp/Pastis_UTAE_S2.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/Pastis_UTAE_S2.yaml -------------------------------------------------------------------------------- /configs/exp/Pastis_UTxT_Aerial.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/Pastis_UTxT_Aerial.yaml -------------------------------------------------------------------------------- /configs/exp/Pastis_UTxT_MM.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/Pastis_UTxT_MM.yaml -------------------------------------------------------------------------------- /configs/exp/Pastis_UTxT_S1-asc.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/Pastis_UTxT_S1-asc.yaml -------------------------------------------------------------------------------- /configs/exp/Pastis_UTxT_S2.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/Pastis_UTxT_S2.yaml -------------------------------------------------------------------------------- /configs/exp/TSAITS_Contrastive.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/TSAITS_Contrastive.yaml -------------------------------------------------------------------------------- /configs/exp/TSAITS_OmniSAT.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/TSAITS_OmniSAT.yaml -------------------------------------------------------------------------------- /configs/exp/TSAITS_OmniSAT_FT_Aerial.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/TSAITS_OmniSAT_FT_Aerial.yaml -------------------------------------------------------------------------------- /configs/exp/TSAITS_OmniSAT_FT_MM.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/TSAITS_OmniSAT_FT_MM.yaml -------------------------------------------------------------------------------- /configs/exp/TSAITS_OmniSAT_FT_S1-asc.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/TSAITS_OmniSAT_FT_S1-asc.yaml -------------------------------------------------------------------------------- /configs/exp/TSAITS_OmniSAT_FT_S2.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/TSAITS_OmniSAT_FT_S2.yaml -------------------------------------------------------------------------------- /configs/exp/TSAITS_OmniSAT_Probing_MM.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/TSAITS_OmniSAT_Probing_MM.yaml -------------------------------------------------------------------------------- /configs/exp/TSAITS_OmniSAT_no_contrastive.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/TSAITS_OmniSAT_no_contrastive.yaml -------------------------------------------------------------------------------- /configs/exp/TSAITS_OmniSAT_no_date_filtering.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/TSAITS_OmniSAT_no_date_filtering.yaml -------------------------------------------------------------------------------- /configs/exp/TSAITS_OmniSAT_no_index_bypass.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/TSAITS_OmniSAT_no_index_bypass.yaml -------------------------------------------------------------------------------- /configs/exp/TSAITS_Omni_Aerial.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/TSAITS_Omni_Aerial.yaml -------------------------------------------------------------------------------- /configs/exp/TSAITS_Omni_MM.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/TSAITS_Omni_MM.yaml -------------------------------------------------------------------------------- /configs/exp/TSAITS_Omni_S1-asc.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/TSAITS_Omni_S1-asc.yaml -------------------------------------------------------------------------------- /configs/exp/TSAITS_Omni_S2.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/TSAITS_Omni_S2.yaml -------------------------------------------------------------------------------- /configs/exp/TSAITS_PseLTAE_Late_fusion.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/TSAITS_PseLTAE_Late_fusion.yaml -------------------------------------------------------------------------------- /configs/exp/TSAITS_PseLTAE_S1-asc.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/TSAITS_PseLTAE_S1-asc.yaml -------------------------------------------------------------------------------- /configs/exp/TSAITS_PseLTAE_S2.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/TSAITS_PseLTAE_S2.yaml -------------------------------------------------------------------------------- /configs/exp/TSAITS_ScaleMAE_FT_S2.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/TSAITS_ScaleMAE_FT_S2.yaml -------------------------------------------------------------------------------- /configs/exp/TSAITS_ScaleMAE_Late_fusion.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/TSAITS_ScaleMAE_Late_fusion.yaml -------------------------------------------------------------------------------- /configs/exp/TSAITS_ScaleMAE_S2.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/TSAITS_ScaleMAE_S2.yaml -------------------------------------------------------------------------------- /configs/exp/TSAITS_UTxT_Aerial.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/TSAITS_UTxT_Aerial.yaml -------------------------------------------------------------------------------- /configs/exp/TSAITS_UTxT_MM.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/TSAITS_UTxT_MM.yaml -------------------------------------------------------------------------------- /configs/exp/TSAITS_UTxT_S1-asc.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/TSAITS_UTxT_S1-asc.yaml -------------------------------------------------------------------------------- /configs/exp/TSAITS_UTxT_S2.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/TSAITS_UTxT_S2.yaml -------------------------------------------------------------------------------- /configs/exp/TSAI_CROMA.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/TSAI_CROMA.yaml -------------------------------------------------------------------------------- /configs/exp/TSAI_CROMA_FT_MM.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/TSAI_CROMA_FT_MM.yaml -------------------------------------------------------------------------------- /configs/exp/TSAI_CROMA_FT_S1.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/TSAI_CROMA_FT_S1.yaml -------------------------------------------------------------------------------- /configs/exp/TSAI_CROMA_FT_S2.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/TSAI_CROMA_FT_S2.yaml -------------------------------------------------------------------------------- /configs/exp/TSAI_MLP_Late_fusion.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/TSAI_MLP_Late_fusion.yaml -------------------------------------------------------------------------------- /configs/exp/TSAI_MLP_S1.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/TSAI_MLP_S1.yaml -------------------------------------------------------------------------------- /configs/exp/TSAI_MLP_S2.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/TSAI_MLP_S2.yaml -------------------------------------------------------------------------------- /configs/exp/TSAI_OmniSAT.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/TSAI_OmniSAT.yaml -------------------------------------------------------------------------------- /configs/exp/TSAI_OmniSAT_FT_Aerial.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/TSAI_OmniSAT_FT_Aerial.yaml -------------------------------------------------------------------------------- /configs/exp/TSAI_OmniSAT_FT_MM.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/TSAI_OmniSAT_FT_MM.yaml -------------------------------------------------------------------------------- /configs/exp/TSAI_OmniSAT_FT_S1.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/TSAI_OmniSAT_FT_S1.yaml -------------------------------------------------------------------------------- /configs/exp/TSAI_OmniSAT_FT_S2.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/TSAI_OmniSAT_FT_S2.yaml -------------------------------------------------------------------------------- /configs/exp/TSAI_Pse_Late_fusion.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/TSAI_Pse_Late_fusion.yaml -------------------------------------------------------------------------------- /configs/exp/TSAI_Pse_S1.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/TSAI_Pse_S1.yaml -------------------------------------------------------------------------------- /configs/exp/TSAI_Pse_S2.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/TSAI_Pse_S2.yaml -------------------------------------------------------------------------------- /configs/exp/TSAI_ResNet_Aerial.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/TSAI_ResNet_Aerial.yaml -------------------------------------------------------------------------------- /configs/exp/TSAI_SatMAE_Aerial.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/TSAI_SatMAE_Aerial.yaml -------------------------------------------------------------------------------- /configs/exp/TSAI_SatMAE_FT_Aerial.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/TSAI_SatMAE_FT_Aerial.yaml -------------------------------------------------------------------------------- /configs/exp/TSAI_SatMAE_FT_S2.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/TSAI_SatMAE_FT_S2.yaml -------------------------------------------------------------------------------- /configs/exp/TSAI_SatMAE_Late_fusion.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/TSAI_SatMAE_Late_fusion.yaml -------------------------------------------------------------------------------- /configs/exp/TSAI_SatMAE_S2.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/TSAI_SatMAE_S2.yaml -------------------------------------------------------------------------------- /configs/exp/TSAI_ScaleMAE_Aerial.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/TSAI_ScaleMAE_Aerial.yaml -------------------------------------------------------------------------------- /configs/exp/TSAI_ScaleMAE_FT_Aerial.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/TSAI_ScaleMAE_FT_Aerial.yaml -------------------------------------------------------------------------------- /configs/exp/TSAI_ScaleMAE_FT_S2.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/TSAI_ScaleMAE_FT_S2.yaml -------------------------------------------------------------------------------- /configs/exp/TSAI_ScaleMAE_Late_fusion.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/TSAI_ScaleMAE_Late_fusion.yaml -------------------------------------------------------------------------------- /configs/exp/TSAI_ScaleMAE_S2.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/TSAI_ScaleMAE_S2.yaml -------------------------------------------------------------------------------- /configs/exp/TSAI_ViT_Aerial.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/TSAI_ViT_Aerial.yaml -------------------------------------------------------------------------------- /configs/exp/TSAI_ViT_Late_fusion.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/TSAI_ViT_Late_fusion.yaml -------------------------------------------------------------------------------- /configs/exp/TSAI_ViT_S1.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/TSAI_ViT_S1.yaml -------------------------------------------------------------------------------- /configs/exp/TSAI_ViT_S2.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/exp/TSAI_ViT_S2.yaml -------------------------------------------------------------------------------- /configs/extras/default.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/extras/default.yaml -------------------------------------------------------------------------------- /configs/hparams_search/TrAI_PSE.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/hparams_search/TrAI_PSE.yaml -------------------------------------------------------------------------------- /configs/hparams_search/mnist_optuna.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/hparams_search/mnist_optuna.yaml -------------------------------------------------------------------------------- /configs/hydra/default.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/hydra/default.yaml -------------------------------------------------------------------------------- /configs/local/.gitkeep: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /configs/logger/aim.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/logger/aim.yaml -------------------------------------------------------------------------------- /configs/logger/comet.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/logger/comet.yaml -------------------------------------------------------------------------------- /configs/logger/csv.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/logger/csv.yaml -------------------------------------------------------------------------------- /configs/logger/many_loggers.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/logger/many_loggers.yaml -------------------------------------------------------------------------------- /configs/logger/mlflow.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/logger/mlflow.yaml -------------------------------------------------------------------------------- /configs/logger/neptune.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/logger/neptune.yaml -------------------------------------------------------------------------------- /configs/logger/tensorboard.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/logger/tensorboard.yaml -------------------------------------------------------------------------------- /configs/logger/wandb.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/logger/wandb.yaml -------------------------------------------------------------------------------- /configs/model/Classif.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/Classif.yaml -------------------------------------------------------------------------------- /configs/model/Croma.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/Croma.yaml -------------------------------------------------------------------------------- /configs/model/MAE.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/MAE.yaml -------------------------------------------------------------------------------- /configs/model/loss/MAE.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/loss/MAE.yaml -------------------------------------------------------------------------------- /configs/model/loss/OmniSAT.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/loss/OmniSAT.yaml -------------------------------------------------------------------------------- /configs/model/loss/OmniSAT_no_contrastive.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/loss/OmniSAT_no_contrastive.yaml -------------------------------------------------------------------------------- /configs/model/loss/OmniSAT_pastis.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/loss/OmniSAT_pastis.yaml -------------------------------------------------------------------------------- /configs/model/loss/bce.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/loss/bce.yaml -------------------------------------------------------------------------------- /configs/model/loss/contrastive.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/loss/contrastive.yaml -------------------------------------------------------------------------------- /configs/model/loss/crossentropy.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/loss/crossentropy.yaml -------------------------------------------------------------------------------- /configs/model/loss/utxt_classif.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/loss/utxt_classif.yaml -------------------------------------------------------------------------------- /configs/model/network/CROMA.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/network/CROMA.yaml -------------------------------------------------------------------------------- /configs/model/network/Contrastive.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/network/Contrastive.yaml -------------------------------------------------------------------------------- /configs/model/network/Fine_tuning.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/network/Fine_tuning.yaml -------------------------------------------------------------------------------- /configs/model/network/Fine_tuning_MAE.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/network/Fine_tuning_MAE.yaml -------------------------------------------------------------------------------- /configs/model/network/Fine_tuning_croma.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/network/Fine_tuning_croma.yaml -------------------------------------------------------------------------------- /configs/model/network/Late_fusion_MLP.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/network/Late_fusion_MLP.yaml -------------------------------------------------------------------------------- /configs/model/network/Late_fusion_Pse.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/network/Late_fusion_Pse.yaml -------------------------------------------------------------------------------- /configs/model/network/Late_fusion_PseTAE.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/network/Late_fusion_PseTAE.yaml -------------------------------------------------------------------------------- /configs/model/network/Late_fusion_SatMAE.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/network/Late_fusion_SatMAE.yaml -------------------------------------------------------------------------------- /configs/model/network/Late_fusion_ScaleMAE.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/network/Late_fusion_ScaleMAE.yaml -------------------------------------------------------------------------------- /configs/model/network/Late_fusion_ScaleMAE_FLAIR.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/network/Late_fusion_ScaleMAE_FLAIR.yaml -------------------------------------------------------------------------------- /configs/model/network/Late_fusion_ScaleMAE_Pastis.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/network/Late_fusion_ScaleMAE_Pastis.yaml -------------------------------------------------------------------------------- /configs/model/network/Late_fusion_UTAE.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/network/Late_fusion_UTAE.yaml -------------------------------------------------------------------------------- /configs/model/network/Late_fusion_ViT.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/network/Late_fusion_ViT.yaml -------------------------------------------------------------------------------- /configs/model/network/MAEOmni.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/network/MAEOmni.yaml -------------------------------------------------------------------------------- /configs/model/network/Monomodal.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/network/Monomodal.yaml -------------------------------------------------------------------------------- /configs/model/network/SatMAE.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/network/SatMAE.yaml -------------------------------------------------------------------------------- /configs/model/network/ScaleMAE.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/network/ScaleMAE.yaml -------------------------------------------------------------------------------- /configs/model/network/decoder/Omni.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/network/decoder/Omni.yaml -------------------------------------------------------------------------------- /configs/model/network/decoder/Omni_Pastis.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/network/decoder/Omni_Pastis.yaml -------------------------------------------------------------------------------- /configs/model/network/encoder/MLP.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/network/encoder/MLP.yaml -------------------------------------------------------------------------------- /configs/model/network/encoder/Omni.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/network/encoder/Omni.yaml -------------------------------------------------------------------------------- /configs/model/network/encoder/Omni_Pastis.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/network/encoder/Omni_Pastis.yaml -------------------------------------------------------------------------------- /configs/model/network/encoder/Omni_absolute.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/network/encoder/Omni_absolute.yaml -------------------------------------------------------------------------------- /configs/model/network/encoder/Omni_drop.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/network/encoder/Omni_drop.yaml -------------------------------------------------------------------------------- /configs/model/network/encoder/Omni_modality.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/network/encoder/Omni_modality.yaml -------------------------------------------------------------------------------- /configs/model/network/encoder/Pse.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/network/encoder/Pse.yaml -------------------------------------------------------------------------------- /configs/model/network/encoder/PseTae.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/network/encoder/PseTae.yaml -------------------------------------------------------------------------------- /configs/model/network/encoder/ResNet.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/network/encoder/ResNet.yaml -------------------------------------------------------------------------------- /configs/model/network/encoder/UTAE.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/network/encoder/UTAE.yaml -------------------------------------------------------------------------------- /configs/model/network/encoder/ViT.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/network/encoder/ViT.yaml -------------------------------------------------------------------------------- /configs/model/network/encoder/ViT_s.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/network/encoder/ViT_s.yaml -------------------------------------------------------------------------------- /configs/model/network/encoder/ltae.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/network/encoder/ltae.yaml -------------------------------------------------------------------------------- /configs/model/network/encoder/utxt_flair.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/network/encoder/utxt_flair.yaml -------------------------------------------------------------------------------- /configs/model/network/encoder/utxt_pastis.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/network/encoder/utxt_pastis.yaml -------------------------------------------------------------------------------- /configs/model/network/encoder/utxt_treesat.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/network/encoder/utxt_treesat.yaml -------------------------------------------------------------------------------- /configs/model/network/mlp/activation/gelu.yaml: -------------------------------------------------------------------------------- 1 | _target_: torch.nn.GELU 2 | _partial_: true 3 | -------------------------------------------------------------------------------- /configs/model/network/mlp/activation/relu.yaml: -------------------------------------------------------------------------------- 1 | _target_: torch.nn.ReLU 2 | _partial_: true 3 | -------------------------------------------------------------------------------- /configs/model/network/mlp/identity.yaml: -------------------------------------------------------------------------------- 1 | instance: 2 | _target_: models.networks.mlp.Identity -------------------------------------------------------------------------------- /configs/model/network/mlp/mlp.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/network/mlp/mlp.yaml -------------------------------------------------------------------------------- /configs/model/network/mlp/norm/batchnorm.yaml: -------------------------------------------------------------------------------- 1 | _target_: torch.nn.BatchNorm1d 2 | _partial_: true 3 | -------------------------------------------------------------------------------- /configs/model/network/mlp/norm/groupnorm.yaml: -------------------------------------------------------------------------------- 1 | _target_: torch.nn.GroupNorm 2 | _partial_: true 3 | -------------------------------------------------------------------------------- /configs/model/network/mlp/norm/identity.yaml: -------------------------------------------------------------------------------- 1 | _target_: torch.nn.Identity 2 | _partial_: true 3 | -------------------------------------------------------------------------------- /configs/model/network/mlp/norm/instance_1d.yaml: -------------------------------------------------------------------------------- 1 | _target_: torch.nn.InstanceNorm1d 2 | _partial_: true 3 | -------------------------------------------------------------------------------- /configs/model/network/utxt_classif_flair.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/network/utxt_classif_flair.yaml -------------------------------------------------------------------------------- /configs/model/network/utxt_classif_pastis.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/network/utxt_classif_pastis.yaml -------------------------------------------------------------------------------- /configs/model/network/utxt_classif_treesat.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/network/utxt_classif_treesat.yaml -------------------------------------------------------------------------------- /configs/model/test_metrics/metrics_classes.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/test_metrics/metrics_classes.yaml -------------------------------------------------------------------------------- /configs/model/test_metrics/metrics_contrastif.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/test_metrics/metrics_contrastif.yaml -------------------------------------------------------------------------------- /configs/model/test_metrics/metrics_mono.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/test_metrics/metrics_mono.yaml -------------------------------------------------------------------------------- /configs/model/test_metrics/metrics_multi.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/test_metrics/metrics_multi.yaml -------------------------------------------------------------------------------- /configs/model/test_metrics/metrics_multi_quali.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/test_metrics/metrics_multi_quali.yaml -------------------------------------------------------------------------------- /configs/model/test_metrics/metrics_quali.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/test_metrics/metrics_quali.yaml -------------------------------------------------------------------------------- /configs/model/test_metrics/metrics_recons.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/test_metrics/metrics_recons.yaml -------------------------------------------------------------------------------- /configs/model/test_metrics/no_metrics.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/test_metrics/no_metrics.yaml -------------------------------------------------------------------------------- /configs/model/train_metrics/metrics_mono.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/train_metrics/metrics_mono.yaml -------------------------------------------------------------------------------- /configs/model/train_metrics/metrics_multi.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/train_metrics/metrics_multi.yaml -------------------------------------------------------------------------------- /configs/model/train_metrics/no_metrics.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/train_metrics/no_metrics.yaml -------------------------------------------------------------------------------- /configs/model/val_metrics/metrics_contrastif.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/val_metrics/metrics_contrastif.yaml -------------------------------------------------------------------------------- /configs/model/val_metrics/metrics_mono.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/val_metrics/metrics_mono.yaml -------------------------------------------------------------------------------- /configs/model/val_metrics/metrics_multi.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/val_metrics/metrics_multi.yaml -------------------------------------------------------------------------------- /configs/model/val_metrics/no_metrics.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/model/val_metrics/no_metrics.yaml -------------------------------------------------------------------------------- /configs/paths/default.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/paths/default.yaml -------------------------------------------------------------------------------- /configs/trainer/cluster-a100.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/trainer/cluster-a100.yaml -------------------------------------------------------------------------------- /configs/trainer/cluster-v100.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/trainer/cluster-v100.yaml -------------------------------------------------------------------------------- /configs/trainer/cpu.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/trainer/cpu.yaml -------------------------------------------------------------------------------- /configs/trainer/ddp.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/trainer/ddp.yaml -------------------------------------------------------------------------------- /configs/trainer/default.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/trainer/default.yaml -------------------------------------------------------------------------------- /configs/trainer/gpu.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/trainer/gpu.yaml -------------------------------------------------------------------------------- /configs/trainer/mps.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/configs/trainer/mps.yaml -------------------------------------------------------------------------------- /environment.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/environment.yaml -------------------------------------------------------------------------------- /pyproject.toml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/pyproject.toml -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/requirements.txt -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/setup.py -------------------------------------------------------------------------------- /src/data/FLAIR.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/data/FLAIR.py -------------------------------------------------------------------------------- /src/data/Pastis.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/data/Pastis.py -------------------------------------------------------------------------------- /src/data/TreeSAT.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/data/TreeSAT.py -------------------------------------------------------------------------------- /src/data/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /src/data/datamodule.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/data/datamodule.py -------------------------------------------------------------------------------- /src/data/transforms/transform.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/data/transforms/transform.py -------------------------------------------------------------------------------- /src/data/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/data/utils.py -------------------------------------------------------------------------------- /src/eval.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/eval.py -------------------------------------------------------------------------------- /src/models/losses.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/models/losses.py -------------------------------------------------------------------------------- /src/models/metrics/metrics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/models/metrics/metrics.py -------------------------------------------------------------------------------- /src/models/module.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/models/module.py -------------------------------------------------------------------------------- /src/models/module_MAE.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/models/module_MAE.py -------------------------------------------------------------------------------- /src/models/module_croma.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/models/module_croma.py -------------------------------------------------------------------------------- /src/models/networks/Croma.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/models/networks/Croma.py -------------------------------------------------------------------------------- /src/models/networks/Fine_tuning.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/models/networks/Fine_tuning.py -------------------------------------------------------------------------------- /src/models/networks/Fine_tuning_MAE.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/models/networks/Fine_tuning_MAE.py -------------------------------------------------------------------------------- /src/models/networks/Late_fusion.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/models/networks/Late_fusion.py -------------------------------------------------------------------------------- /src/models/networks/MAEOmni.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/models/networks/MAEOmni.py -------------------------------------------------------------------------------- /src/models/networks/MAEOmni_drop.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/models/networks/MAEOmni_drop.py -------------------------------------------------------------------------------- /src/models/networks/MonoModal.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/models/networks/MonoModal.py -------------------------------------------------------------------------------- /src/models/networks/SatMAE.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/models/networks/SatMAE.py -------------------------------------------------------------------------------- /src/models/networks/ScaleMAE.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/models/networks/ScaleMAE.py -------------------------------------------------------------------------------- /src/models/networks/UTxT_classif.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/models/networks/UTxT_classif.py -------------------------------------------------------------------------------- /src/models/networks/decoders.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/models/networks/decoders.py -------------------------------------------------------------------------------- /src/models/networks/encoder/Croma_ViT.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/models/networks/encoder/Croma_ViT.py -------------------------------------------------------------------------------- /src/models/networks/encoder/LTAE.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/models/networks/encoder/LTAE.py -------------------------------------------------------------------------------- /src/models/networks/encoder/MLP.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/models/networks/encoder/MLP.py -------------------------------------------------------------------------------- /src/models/networks/encoder/Omni.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/models/networks/encoder/Omni.py -------------------------------------------------------------------------------- /src/models/networks/encoder/Omni_absolute.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/models/networks/encoder/Omni_absolute.py -------------------------------------------------------------------------------- /src/models/networks/encoder/Omni_contrastive.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/models/networks/encoder/Omni_contrastive.py -------------------------------------------------------------------------------- /src/models/networks/encoder/Omni_drop.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/models/networks/encoder/Omni_drop.py -------------------------------------------------------------------------------- /src/models/networks/encoder/Omni_modality.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/models/networks/encoder/Omni_modality.py -------------------------------------------------------------------------------- /src/models/networks/encoder/Pse.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/models/networks/encoder/Pse.py -------------------------------------------------------------------------------- /src/models/networks/encoder/PseTae.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/models/networks/encoder/PseTae.py -------------------------------------------------------------------------------- /src/models/networks/encoder/ResNet50.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/models/networks/encoder/ResNet50.py -------------------------------------------------------------------------------- /src/models/networks/encoder/SatViT.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/models/networks/encoder/SatViT.py -------------------------------------------------------------------------------- /src/models/networks/encoder/ScaleViT.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/models/networks/encoder/ScaleViT.py -------------------------------------------------------------------------------- /src/models/networks/encoder/Tae.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/models/networks/encoder/Tae.py -------------------------------------------------------------------------------- /src/models/networks/encoder/UTAE.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/models/networks/encoder/UTAE.py -------------------------------------------------------------------------------- /src/models/networks/encoder/ViT.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/models/networks/encoder/ViT.py -------------------------------------------------------------------------------- /src/models/networks/encoder/txt_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/models/networks/encoder/txt_model.py -------------------------------------------------------------------------------- /src/models/networks/encoder/utils/convlstm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/models/networks/encoder/utils/convlstm.py -------------------------------------------------------------------------------- /src/models/networks/encoder/utils/fusion_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/models/networks/encoder/utils/fusion_utils.py -------------------------------------------------------------------------------- /src/models/networks/encoder/utils/irpe.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/models/networks/encoder/utils/irpe.py -------------------------------------------------------------------------------- /src/models/networks/encoder/utils/ltae.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/models/networks/encoder/utils/ltae.py -------------------------------------------------------------------------------- /src/models/networks/encoder/utils/ltae_flair.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/models/networks/encoder/utils/ltae_flair.py -------------------------------------------------------------------------------- /src/models/networks/encoder/utils/patch_embeddings.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/models/networks/encoder/utils/patch_embeddings.py -------------------------------------------------------------------------------- /src/models/networks/encoder/utils/pos_embed.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/models/networks/encoder/utils/pos_embed.py -------------------------------------------------------------------------------- /src/models/networks/encoder/utils/positional_encoding.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/models/networks/encoder/utils/positional_encoding.py -------------------------------------------------------------------------------- /src/models/networks/encoder/utils/rpe_ops/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/models/networks/encoder/utils/rpe_ops/README.md -------------------------------------------------------------------------------- /src/models/networks/encoder/utils/rpe_ops/rpe_index.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/models/networks/encoder/utils/rpe_ops/rpe_index.cpp -------------------------------------------------------------------------------- /src/models/networks/encoder/utils/rpe_ops/rpe_index.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/models/networks/encoder/utils/rpe_ops/rpe_index.py -------------------------------------------------------------------------------- /src/models/networks/encoder/utils/rpe_ops/rpe_index_cuda.cu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/models/networks/encoder/utils/rpe_ops/rpe_index_cuda.cu -------------------------------------------------------------------------------- /src/models/networks/encoder/utils/rpe_ops/setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/models/networks/encoder/utils/rpe_ops/setup.py -------------------------------------------------------------------------------- /src/models/networks/encoder/utils/satmae_helpers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/models/networks/encoder/utils/satmae_helpers.py -------------------------------------------------------------------------------- /src/models/networks/encoder/utils/utae_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/models/networks/encoder/utils/utae_model.py -------------------------------------------------------------------------------- /src/models/networks/encoder/utils/utils_ViT.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/models/networks/encoder/utils/utils_ViT.py -------------------------------------------------------------------------------- /src/models/networks/mlp.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/models/networks/mlp.py -------------------------------------------------------------------------------- /src/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/train.py -------------------------------------------------------------------------------- /src/train_pastis_20.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/train_pastis_20.py -------------------------------------------------------------------------------- /src/utils/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/utils/__init__.py -------------------------------------------------------------------------------- /src/utils/instantiators.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/utils/instantiators.py -------------------------------------------------------------------------------- /src/utils/logging_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/utils/logging_utils.py -------------------------------------------------------------------------------- /src/utils/preprocess_tsaits.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/utils/preprocess_tsaits.py -------------------------------------------------------------------------------- /src/utils/pylogger.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/utils/pylogger.py -------------------------------------------------------------------------------- /src/utils/rich_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/utils/rich_utils.py -------------------------------------------------------------------------------- /src/utils/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gastruc/OmniSat/HEAD/src/utils/utils.py --------------------------------------------------------------------------------