| { | |
| "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" | |
| } | |
| } |