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{
"type_of_model": "OTE_MaskRCNN",
"converter_type": "ROTATED_DETECTION",
"model_parameters": {
"result_based_confidence_threshold": true,
"confidence_threshold": 0.4000000059604645,
"labels": {
"label_tree": {
"type": "tree",
"directed": true,
"nodes": [],
"edges": []
},
"label_groups": [
{
"_id": "64827f71f0b564693054a973",
"name": "Detection oriented labels",
"label_ids": [
"64827f71f0b564693054a972",
"64827f71f0b564693054a974"
],
"relation_type": "EXCLUSIVE"
},
{
"_id": "64827f71f0b564693054a976",
"name": "No Object",
"label_ids": [
"64827f71f0b564693054a975"
],
"relation_type": "EMPTY_LABEL"
}
],
"all_labels": {
"64827f71f0b564693054a972": {
"_id": "64827f71f0b564693054a972",
"name": "pointer",
"color": {
"red": 204,
"green": 148,
"blue": 218,
"alpha": 255
},
"hotkey": "a",
"domain": "ROTATED_DETECTION",
"creation_date": "2023-06-09T01:25:05.421000",
"is_empty": false,
"is_anomalous": false
},
"64827f71f0b564693054a974": {
"_id": "64827f71f0b564693054a974",
"name": "scale",
"color": {
"red": 112,
"green": 133,
"blue": 65,
"alpha": 255
},
"hotkey": "a",
"domain": "ROTATED_DETECTION",
"creation_date": "2023-06-09T01:25:05.421000",
"is_empty": false,
"is_anomalous": false
},
"64827f71f0b564693054a975": {
"_id": "64827f71f0b564693054a975",
"name": "No Object",
"color": {
"red": 250,
"green": 158,
"blue": 63,
"alpha": 255
},
"hotkey": "",
"domain": "ROTATED_DETECTION",
"creation_date": "2023-06-09T01:25:05.421000",
"is_empty": true,
"is_anomalous": false
}
}
}
},
"tiling_parameters": {
"visible_in_ui": true,
"type": "PARAMETER_GROUP",
"enable_tiling": {
"value": false,
"default_value": false,
"description": "Set to True to allow tiny objects to be better detected.",
"header": "Enable tiling",
"warning": "Tiling trades off speed for accuracy as it increases the number of images to be processed.",
"editable": true,
"visible_in_ui": true,
"affects_outcome_of": "NONE",
"ui_rules": {
"operator": "AND",
"action": "DISABLE_EDITING",
"type": "UI_RULES",
"rules": []
},
"type": "BOOLEAN",
"auto_hpo_state": "not_possible",
"auto_hpo_value": null
},
"enable_adaptive_params": {
"value": true,
"default_value": true,
"description": "Config tile size and tile overlap adaptively based on annotated dataset statistic",
"header": "Enable adaptive tiling parameters",
"warning": "",
"editable": true,
"visible_in_ui": true,
"affects_outcome_of": "NONE",
"ui_rules": {
"operator": "AND",
"action": "DISABLE_EDITING",
"type": "UI_RULES",
"rules": []
},
"type": "BOOLEAN",
"auto_hpo_state": "not_possible",
"auto_hpo_value": null
},
"tile_size": {
"value": 400,
"default_value": 400,
"description": "Tile Image Size",
"header": "Tile Image Size",
"warning": null,
"editable": true,
"visible_in_ui": true,
"affects_outcome_of": "NONE",
"ui_rules": {
"operator": "AND",
"action": "DISABLE_EDITING",
"type": "UI_RULES",
"rules": []
},
"type": "INTEGER",
"auto_hpo_state": "not_possible",
"auto_hpo_value": null,
"min_value": 100,
"max_value": 1024
},
"tile_overlap": {
"value": 0.2,
"default_value": 0.2,
"description": "Overlap between each two neighboring tiles.",
"header": "Tile Overlap",
"warning": null,
"editable": true,
"visible_in_ui": true,
"affects_outcome_of": "NONE",
"ui_rules": {
"operator": "AND",
"action": "DISABLE_EDITING",
"type": "UI_RULES",
"rules": []
},
"type": "FLOAT",
"auto_hpo_state": "not_possible",
"auto_hpo_value": null,
"min_value": 0.0,
"max_value": 1.0
},
"tile_max_number": {
"value": 1500,
"default_value": 1500,
"description": "Max object per image",
"header": "Max object per image",
"warning": null,
"editable": true,
"visible_in_ui": true,
"affects_outcome_of": "NONE",
"ui_rules": {
"operator": "AND",
"action": "DISABLE_EDITING",
"type": "UI_RULES",
"rules": []
},
"type": "INTEGER",
"auto_hpo_state": "not_possible",
"auto_hpo_value": null,
"min_value": 1,
"max_value": 10000
},
"header": "Tiling Parameters",
"description": "Tiling Parameters"
}
} |