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Browse files- models/WF2_unetv2_all/checkpoint/epoch=10-step=5643.ckpt +3 -0
- models/WF2_unetv2_all/config.json +1 -0
- models/WF2_unetv2_all/model.pt +3 -0
- models/WF2_unetv2_bgriswirs/checkpoint/epoch=9-step=5130.ckpt +3 -0
- models/WF2_unetv2_bgriswirs/config.json +1 -0
- models/WF2_unetv2_bgriswirs/model.pt +3 -0
- models/WF2_unetv2_rgbi/checkpoint/epoch=1-step=1026.ckpt +3 -0
- models/WF2_unetv2_rgbi/config.json +1 -0
- models/WF2_unetv2_rgbi/model.pt +3 -0
models/WF2_unetv2_all/checkpoint/epoch=10-step=5643.ckpt
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models/WF2_unetv2_all/config.json
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{"experiment_name": "WF2_unetv2_all", "seed": 42, "model_params": {"model_folder": "/home/kike/Projects/ml4floods/auxiliar_work/Experiments/", "model_version": "v2", "hyperparameters": {"max_tile_size": 512, "metric_monitor": "val_bce_land_water", "channel_configuration": "all", "weight_problem": [0.2, 0.8], "pos_weight": [1.0, 6.0], "label_names": [["invalid", "clear", "cloud"], ["invalid", "land", "water"]], "model_type": "unet", "num_classes": 2, "max_epochs": 30, "val_every": 1, "lr": 0.0001, "lr_decay": 0.5, "lr_patience": 2, "early_stopping_patience": 5, "num_channels": 13}, "train": true, "test": false}, "data_params": {"loader_type": "local", "num_workers": 8, "filter_windows": {"version": "v2", "threshold_clouds": 0.8, "apply": true}, "download": {"train": false, "val": false, "test": false}, "bucket_id": "", "path_to_splits": "/media/disk/databases/WORLDFLOODS/2_Mart/worldfloods_extra_v2_0_DEF", "train_test_split_file": "/home/kike/Projects/ml4floods/auxiliar_work/Experiments/splits/split_clean.json", "input_folder": "S2", "target_folder": "gt", "batch_size": 128, "window_size": [256, 256], "channel_configuration": "all", "add_mndwi_input": false, "train_transformation": {"normalize": true}, "test_transformation": {"normalize": true}}, "resume_from_checkpoint": false, "gpus": 1, "wandb_entity": "ml4floods", "wandb_project": "wf_improvements"}
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models/WF2_unetv2_all/model.pt
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version https://git-lfs.github.com/spec/v1
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size 31160841
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models/WF2_unetv2_bgriswirs/checkpoint/epoch=9-step=5130.ckpt
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version https://git-lfs.github.com/spec/v1
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models/WF2_unetv2_bgriswirs/config.json
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{"experiment_name": "WF2_unetv2_bgriswirs", "seed": 42, "model_params": {"model_folder": "/home/kike/Projects/ml4floods/auxiliar_work/Experiments/", "model_version": "v2", "hyperparameters": {"max_tile_size": 512, "metric_monitor": "val_bce_land_water", "channel_configuration": "bgriswirs", "weight_problem": [0.2, 0.8], "pos_weight": [1.0, 6.0], "label_names": [["invalid", "clear", "cloud"], ["invalid", "land", "water"]], "model_type": "unet", "num_classes": 2, "max_epochs": 30, "val_every": 1, "lr": 0.0001, "lr_decay": 0.5, "lr_patience": 2, "early_stopping_patience": 5, "num_channels": 6}, "train": true, "test": false}, "data_params": {"loader_type": "local", "num_workers": 8, "filter_windows": {"version": "v2", "threshold_clouds": 0.8, "apply": true}, "download": {"train": false, "val": false, "test": false}, "bucket_id": "", "path_to_splits": "/media/disk/databases/WORLDFLOODS/2_Mart/worldfloods_extra_v2_0_DEF", "train_test_split_file": "/home/kike/Projects/ml4floods/auxiliar_work/Experiments/splits/split_clean.json", "input_folder": "S2", "target_folder": "gt", "batch_size": 128, "window_size": [256, 256], "channel_configuration": "bgriswirs", "add_mndwi_input": false, "train_transformation": {"normalize": true}, "test_transformation": {"normalize": true}}, "resume_from_checkpoint": false, "gpus": 1, "wandb_entity": "ml4floods", "wandb_project": "wf_improvements"}
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models/WF2_unetv2_bgriswirs/model.pt
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models/WF2_unetv2_rgbi/checkpoint/epoch=1-step=1026.ckpt
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version https://git-lfs.github.com/spec/v1
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size 93444237
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models/WF2_unetv2_rgbi/config.json
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{"experiment_name": "WF2_unetv2_rgbi_00", "seed": 5881, "model_params": {"model_folder": "/home/kike/Projects/ml4floods/auxiliar_work/Experiments/", "model_version": "v2", "hyperparameters": {"max_tile_size": 512, "metric_monitor": "val_bce_land_water", "channel_configuration": "bgri", "weight_problem": [0.2, 0.8], "pos_weight": [1.0, 6.0], "label_names": [["invalid", "clear", "cloud"], ["invalid", "land", "water"]], "model_type": "unet", "num_classes": 2, "max_epochs": 30, "val_every": 1, "lr": 0.0001, "lr_decay": 0.5, "lr_patience": 2, "early_stopping_patience": 5, "num_channels": 4}, "train": true, "test": false}, "data_params": {"loader_type": "local", "num_workers": 16, "filter_windows": {"version": "v2", "threshold_clouds": 0.8, "apply": true}, "download": {"train": false, "val": false, "test": false}, "bucket_id": "", "path_to_splits": "/media/disk/databases/WORLDFLOODS/2_Mart/worldfloods_extra_v2_0_DEF", "train_test_split_file": "/home/kike/Projects/ml4floods/auxiliar_work/Experiments/splits/split_clean.json", "input_folder": "S2", "target_folder": "gt", "batch_size": 128, "window_size": [256, 256], "channel_configuration": "bgri", "add_mndwi_input": false, "train_transformation": {"normalize": true}, "test_transformation": {"normalize": true}}, "resume_from_checkpoint": false, "gpus": 1, "wandb_entity": "ml4floods", "wandb_project": "wf_improvements"}
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models/WF2_unetv2_rgbi/model.pt
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