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settings.json
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{
"device": "cuda",
"checkpoint_dir": "/data/checkpoints",
"profiles": {
"realscenario-phm" : {
"api_key" : "8CuCMLyaa23fZDEY2uTxm5THf",
"project_name" : "thermal-segmentor",
"workspace" : "parham",
"log_git_metadata" : true,
"log_env_gpu" : true,
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"log_env_host" : true,
"enable_logging" : true,
"enable_image_logging" : 2,
"pipeline" : "phm2022novel_train",
"checkpoint_save" : true,
"checkpoint_load" : true,
"checkpoint_log_cometml" : true,
"image_saving" : {
"root_dir" : "/data/results/thermal-segmentation/Real_Scenario/PHM-IRNET/"
},
"experiment_config_name" : "phm_realscenarios",
"dataset_name" : "Real Scenario",
"dataset_path" : "/data/thermal-segmentation/real_scenarios",
"categories" : {
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"defect": 100,
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}
},
"realscenario-unetpp" : {
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"pipeline" : "unet50_train",
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"image_saving" : {
"root_dir" : "/data/results/thermal-segmentation/Real_Scenario/UNet++/"
},
"experiment_config_name" : "unetpp50_realscenarios",
"dataset_name" : "Real Scenario",
"dataset_path" : "/data/thermal-segmentation/real_scenarios",
"categories" : {
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}
},
"realscenario-unet" : {
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},
"experiment_config_name" : "unet50_realscenarios",
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"dataset_path" : "/data/thermal-segmentation/real_scenarios",
"categories" : {
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}
},
"plate-feng-phm" : {
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"pipeline" : "phm2022novel_train",
"checkpoint_save" : true,
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"image_saving" : {
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},
"experiment_config_name" : "phm_feng",
"dataset_name" : "Plate Inspection - Feng",
"dataset_path" : "/data/thermal-segmentation/Plate_Inspection_Feng",
"categories" : {
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}
},
"plate-feng-wnet" : {
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},
"experiment_config_name" : "wnet_feng",
"dataset_name" : "Plate Inspection - Feng",
"dataset_path" : "/data/thermal-segmentation/Plate_Inspection_Feng",
"categories" : {
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}
},
"plate-feng-deeplabv3" : {
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"pipeline" : "unet50_train",
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"image_saving" : {
"root_dir" : "/data/results/thermal-segmentation/Plate_Inspection_Feng/DeepLabv3/"
},
"experiment_config_name" : "deeplabv3_feng",
"dataset_name" : "Plate Inspection - Feng",
"dataset_path" : "/data/thermal-segmentation/Plate_Inspection_Feng",
"categories" : {
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"defect": 100,
"surface_defect": 200
}
},
"plate-feng-unetpp50" : {
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"project_name" : "thermal-segmentor",
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"pipeline" : "unet50_train",
"checkpoint_save" : true,
"checkpoint_load" : true,
"checkpoint_log_cometml" : true,
"image_saving" : {
"root_dir" : "/data/results/thermal-segmentation/Plate_Inspection_Feng/Unet++/"
},
"experiment_config_name" : "unetpp50_feng",
"dataset_name" : "Plate Inspection - Feng",
"dataset_path" : "/data/thermal-segmentation/Plate_Inspection_Feng",
"categories" : {
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}
},
"plate-feng-unet50" : {
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},
"experiment_config_name" : "unet50_feng",
"dataset_name" : "Plate Inspection - Feng",
"dataset_path" : "/data/thermal-segmentation/Plate_Inspection_Feng",
"categories" : {
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}
},
"plate-clemente-unet50" : {
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"project_name" : "thermal-segmentor",
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"checkpoint_save" : true,
"checkpoint_load" : true,
"checkpoint_log_cometml" : true,
"image_saving" : {
"root_dir" : "/data/results/thermal-segmentation/Plate_Inspection/Unet/"
},
"experiment_config_name" : "unet50_clemente",
"dataset_name" : "Plate Inspection",
"dataset_path" : "/data/thermal-segmentation/Plate_Inspection",
"categories" : {
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"defect": 100
}
},
"plate-clemente-unetpp50" : {
"api_key" : "8CuCMLyaa23fZDEY2uTxm5THf",
"project_name" : "thermal-segmentor",
"workspace" : "parham",
"log_git_metadata" : true,
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"pipeline" : "unet50_train",
"checkpoint_save" : true,
"checkpoint_load" : true,
"checkpoint_log_cometml" : true,
"image_saving" : {
"root_dir" : "/data/results/thermal-segmentation/Plate_Inspection/Unet/"
},
"experiment_config_name" : "unetpp50_clemente",
"dataset_name" : "Plate Inspection",
"dataset_path" : "/data/thermal-segmentation/Plate_Inspection",
"categories" : {
"background": 0,
"defect": 100
}
},
"plate-clemente-deeplabv3" : {
"api_key" : "8CuCMLyaa23fZDEY2uTxm5THf",
"project_name" : "thermal-segmentor",
"workspace" : "parham",
"log_git_metadata" : true,
"log_env_gpu" : true,
"log_env_cpu" : true,
"log_env_host" : true,
"enable_logging" : true,
"enable_image_logging" : 2,
"pipeline" : "unet50_train",
"checkpoint_save" : true,
"checkpoint_load" : true,
"checkpoint_log_cometml" : true,
"image_saving" : {
"root_dir" : "/data/results/thermal-segmentation/Plate_Inspection/DeepLabv3/"
},
"experiment_config_name" : "deeplabv3_clemente",
"dataset_name" : "Plate Inspection",
"dataset_path" : "/data/thermal-segmentation/Plate_Inspection",
"categories" : {
"background": 0,
"defect": 100
}
},
"plate-clemente-wnet" : {
"api_key" : "8CuCMLyaa23fZDEY2uTxm5THf",
"project_name" : "thermal-segmentor",
"workspace" : "parham",
"log_git_metadata" : true,
"log_env_gpu" : true,
"log_env_cpu" : true,
"log_env_host" : true,
"enable_logging" : true,
"enable_image_logging" : 2,
"pipeline" : "wnet_train",
"checkpoint_save" : true,
"checkpoint_load" : true,
"checkpoint_log_cometml" : true,
"image_saving" : {
"root_dir" : "/data/results/thermal-segmentation/Plate_Inspection/WNet/"
},
"experiment_config_name" : "wnet_clemente",
"dataset_name" : "Plate Inspection",
"dataset_path" : "/data/thermal-segmentation/Plate_Inspection",
"categories" : {
"background": 0,
"defect": 100
}
},
"plate-clemente-phm" : {
"api_key" : "8CuCMLyaa23fZDEY2uTxm5THf",
"project_name" : "thermal-segmentor",
"workspace" : "parham",
"log_git_metadata" : true,
"log_env_gpu" : true,
"log_env_cpu" : true,
"log_env_host" : true,
"enable_logging" : true,
"enable_image_logging" : 2,
"pipeline" : "phm2022novel_train",
"checkpoint_save" : true,
"checkpoint_load" : true,
"checkpoint_log_cometml" : true,
"image_saving" : {
"root_dir" : "/data/results/thermal-segmentation/Plate_Inspection/WNet/"
},
"experiment_config_name" : "phm_plateinspection",
"dataset_name" : "Plate Inspection",
"dataset_path" : "/data/thermal-segmentation/Plate_Inspection",
"categories" : {
"background": 0,
"defect": 100
}
},
"plate-simulation-test" : {
"api_key" : "8CuCMLyaa23fZDEY2uTxm5THf",
"project_name" : "thermal-segmentor",
"workspace" : "parham",
"log_git_metadata" : true,
"log_env_gpu" : true,
"log_env_cpu" : true,
"log_env_host" : true,
"enable_logging" : true,
"enable_image_logging" : 2,
"pipeline" : "wnet_ssim_train",
"checkpoint_save" : true,
"checkpoint_load" : true,
"checkpoint_log_cometml" : true,
"image_saving" : {
"root_dir" : "/data/results/thermal-segmentation/Plate_Simulation/Curve-AlHoneycomb"
},
"experiment_config_name" : "wnet_ssim_platesim",
"dataset_name" : "Curve-AlHoneycomb",
"dataset_path" : "/data/thermal-segmentation/Plate_Simulation/Curve-AlHoneycomb",
"categories" : {
"Background": 0,
"Plate": 34,
"Defect": 99
}
},
"plate-simulation-fcdensenet57" : {
"api_key" : "8CuCMLyaa23fZDEY2uTxm5THf",
"project_name" : "thermal-segmentor",
"workspace" : "parham",
"log_git_metadata" : true,
"log_env_gpu" : true,
"log_env_cpu" : true,
"log_env_host" : true,
"enable_logging" : true,
"enable_image_logging" : 2,
"pipeline" : "fcdensenet_train",
"checkpoint_save" : true,
"checkpoint_load" : true,
"checkpoint_log_cometml" : true,
"image_saving" : {
"root_dir" : "/data/results/thermal-segmentation/Plate_Simulation/Curve-AlHoneycomb"
},
"experiment_config_name" : "fcdensenet57_platesim",
"dataset_name" : "Curve-AlHoneycomb",
"dataset_path" : "/data/thermal-segmentation/Plate_Simulation/Curve-AlHoneycomb",
"make_multilayer_data" : false,
"categories" : {
"Background": 0,
"Plate": 34,
"Defect": 99
}
},
"plate-simulation-unet50" : {
"api_key" : "8CuCMLyaa23fZDEY2uTxm5THf",
"project_name" : "thermal-segmentor",
"workspace" : "parham",
"log_git_metadata" : true,
"log_env_gpu" : true,
"log_env_cpu" : true,
"log_env_host" : true,
"enable_logging" : true,
"enable_image_logging" : 2,
"pipeline" : "unet50_train",
"checkpoint_save" : true,
"checkpoint_load" : true,
"checkpoint_log_cometml" : true,
"image_saving" : {
"root_dir" : "/data/results/thermal-segmentation/Plate_Simulation/Curve-AlHoneycomb"
},
"experiment_config_name" : "unet50_platesim",
"dataset_name" : "Curve-AlHoneycomb",
"dataset_path" : "/data/thermal-segmentation/Plate_Simulation/Curve-AlHoneycomb",
"categories" : {
"Background": 0,
"Plate": 34,
"Defect": 99
}
},
"plate-simulation-unetpp50" : {
"api_key" : "8CuCMLyaa23fZDEY2uTxm5THf",
"project_name" : "thermal-segmentor",
"workspace" : "parham",
"log_git_metadata" : true,
"log_env_gpu" : true,
"log_env_cpu" : true,
"log_env_host" : true,
"enable_logging" : true,
"enable_image_logging" : 2,
"pipeline" : "unet50_train",
"checkpoint_save" : true,
"checkpoint_load" : true,
"checkpoint_log_cometml" : true,
"image_saving" : {
"root_dir" : "/data/results/thermal-segmentation/Plate_Simulation/Curve-AlHoneycomb"
},
"experiment_config_name" : "unetpp50_platesim",
"dataset_name" : "Curve-AlHoneycomb",
"dataset_path" : "/data/thermal-segmentation/Plate_Simulation/Curve-AlHoneycomb",
"categories" : {
"Background": 0,
"Plate": 34,
"Defect": 99
}
},
"plate-simulation-deeplabv3" : {
"api_key" : "8CuCMLyaa23fZDEY2uTxm5THf",
"project_name" : "thermal-segmentor",
"workspace" : "parham",
"log_git_metadata" : true,
"log_env_gpu" : true,
"log_env_cpu" : true,
"log_env_host" : true,
"enable_logging" : true,
"enable_image_logging" : 2,
"pipeline" : "unet50_train",
"checkpoint_save" : true,
"checkpoint_load" : true,
"checkpoint_log_cometml" : true,
"image_saving" : {
"root_dir" : "/data/results/thermal-segmentation/Plate_Simulation/Step-PlexiGlass"
},
"experiment_config_name" : "deeplabv3_platesim",
"dataset_name" : "Step-PlexiGlass",
"dataset_path" : "/data/thermal-segmentation/Plate_Simulation/Step-PlexiGlass",
"categories" : {
"Background": 0,
"Plate": 34,
"Defect": 99
}
},
"plate-simulation-wnet" : {
"api_key" : "8CuCMLyaa23fZDEY2uTxm5THf",
"project_name" : "thermal-segmentor",
"workspace" : "parham",
"log_git_metadata" : true,
"log_env_gpu" : true,
"log_env_cpu" : true,
"log_env_host" : true,
"enable_logging" : true,
"enable_image_logging" : 2,
"pipeline" : "wnet_train",
"checkpoint_save" : true,
"checkpoint_load" : true,
"checkpoint_log_cometml" : true,
"image_saving" : {
"root_dir" : "/data/results/thermal-segmentation/Plate_Simulation/Step-PlexiGlass"
},
"experiment_config_name" : "wnet_platesim",
"dataset_name" : "Step-PlexiGlass",
"dataset_path" : "/data/thermal-segmentation/Plate_Simulation/Step-PlexiGlass",
"categories" : {
"Background": 0,
"Plate": 34,
"Defect": 99
}
},
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