| {"_id": {"$oid": "6a51601d6b1b94284819686b"}, "name": "growliflower", "slug": "growliflower", "version": "1.18.0", "created_at": {"$date": "2026-07-10T21:11:57.466Z"}, "last_modified_at": {"$date": "2026-07-10T21:14:28.292Z"}, "last_deletion_at": null, "last_loaded_at": {"$date": "2026-07-10T21:41:31.763Z"}, "sample_collection_name": "samples.6a51601d6b1b94284819686b", "persistent": true, "media_type": "group", "group_field": "group", "group_media_types": {"pre": "image", "post": "image"}, "default_group_slice": "pre", "tags": [], "info": {"source": "Consolidated from GrowliFlowerL, GrowliFlowerR, and GrowliFlowerD subsets of GrowliFlower (https://phenoroam.phenorob.de/geonetwork/srv/eng/catalog.search#/metadata/cb328232-31f5-4b84-a929-8e1ee551d66a, arXiv:2204.00294). See DATASET_INSPECTION.md for full recon."}, "app_config": {"dynamic_groups_target_frame_rate": 30, "grid_media_field": "filepath", "media_fallback": false, "media_fields": ["filepath"], "modal_media_field": "filepath", "plugins": {}}, "classes": {}, "default_classes": [], "mask_targets": {}, "default_mask_targets": {}, "skeletons": {}, "camera_intrinsics": {}, "static_transforms": {}, "sample_fields": [{"name": "_media_type", "ftype": "fiftyone.core.fields.StringField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "_media_type", "description": null, "info": null, "read_only": false, "created_at": {"$date": "2026-07-10T21:11:57.466Z"}}, {"name": "tags", "ftype": "fiftyone.core.fields.ListField", "embedded_doc_type": null, "subfield": "fiftyone.core.fields.StringField", "fields": [], "db_field": "tags", "description": "Split assignment ('train'/'val'/'test') as defined by the source dataset's proposed spatially-disjoint split.", "info": null, "read_only": false, "created_at": {"$date": "2026-07-10T21:11:57.466Z"}}, {"name": "metadata", "ftype": "fiftyone.core.fields.EmbeddedDocumentField", "embedded_doc_type": "fiftyone.core.metadata.Metadata", "subfield": null, "fields": [{"name": "size_bytes", "ftype": "fiftyone.core.fields.IntField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "size_bytes", "description": null, "info": null, "read_only": false, "created_at": {"$date": "2026-07-10T21:11:57.466Z"}}, {"name": "mime_type", "ftype": "fiftyone.core.fields.StringField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "mime_type", "description": null, "info": null, "read_only": false, "created_at": {"$date": "2026-07-10T21:11:57.466Z"}}, {"name": "width", "ftype": "fiftyone.core.fields.IntField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "width", "description": null, "info": null, "read_only": false, "created_at": {"$date": "2026-07-10T21:12:06.142Z"}}, {"name": "height", "ftype": "fiftyone.core.fields.IntField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "height", "description": null, "info": null, "read_only": false, "created_at": {"$date": "2026-07-10T21:12:06.142Z"}}, {"name": "num_channels", "ftype": "fiftyone.core.fields.IntField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "num_channels", "description": null, "info": null, "read_only": false, "created_at": {"$date": "2026-07-10T21:12:06.142Z"}}], "db_field": "metadata", "description": "Standard FiftyOne image metadata (width, height, size_bytes, mime_type, num_channels), populated via compute_metadata().", "info": null, "read_only": false, "created_at": {"$date": "2026-07-10T21:11:57.466Z"}}, {"name": "last_modified_at", "ftype": "fiftyone.core.fields.DateTimeField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "last_modified_at", "description": null, "info": null, "read_only": true, "created_at": {"$date": "2026-07-10T21:11:57.466Z"}}, {"name": "filepath", "ftype": "fiftyone.core.fields.StringField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "filepath", "description": "Absolute path to the cropped JPEG image on disk for this sample.", "info": null, "read_only": false, "created_at": {"$date": "2026-07-10T21:11:57.466Z"}}, {"name": "id", "ftype": "fiftyone.core.fields.ObjectIdField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "_id", "description": "Unique MongoDB ObjectId identifying this sample document.", "info": null, "read_only": false, "created_at": {"$date": "2026-07-10T21:11:57.466Z"}}, {"name": "_rand", "ftype": "fiftyone.core.fields.FloatField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "_rand", "description": null, "info": null, "read_only": false, "created_at": {"$date": "2026-07-10T21:11:57.466Z"}}, {"name": "_dataset_id", "ftype": "fiftyone.core.fields.ObjectIdField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "_dataset_id", "description": null, "info": null, "read_only": false, "created_at": {"$date": "2026-07-10T21:11:57.466Z"}}, {"name": "created_at", "ftype": "fiftyone.core.fields.DateTimeField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "created_at", "description": null, "info": null, "read_only": true, "created_at": {"$date": "2026-07-10T21:11:57.466Z"}}, {"name": "group", "ftype": "fiftyone.core.fields.EmbeddedDocumentField", "embedded_doc_type": "fiftyone.core.groups.Group", "subfield": null, "fields": [{"name": "id", "ftype": "fiftyone.core.fields.ObjectIdField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "_id", "description": null, "info": null, "read_only": false, "created_at": {"$date": "2026-07-10T21:11:57.527Z"}}, {"name": "name", "ftype": "fiftyone.core.fields.StringField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "name", "description": null, "info": null, "read_only": false, "created_at": {"$date": "2026-07-10T21:11:57.527Z"}}], "db_field": "group", "description": "Groups one plant's captures at one acquisition date together. Every group has a 'pre' slice; only defoliation-day groups additionally have a 'post' slice (after leaf removal). Segmentation patches form singleton 'pre'-only groups (no natural pairing).", "info": null, "read_only": false, "created_at": {"$date": "2026-07-10T21:11:57.527Z"}}, {"name": "task", "ftype": "fiftyone.core.fields.StringField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "task", "description": "Which GrowliFlower ML task this sample supports: 'segmentation' (pixel-level plant/leaf/stem/void instance labels from GrowliFlowerL), 'reference' (phenotyped growth time series from GrowliFlowerR, with in-situ measurements), or 'defoliation' (pre/post leaf-removal pairs from GrowliFlowerD).", "info": null, "read_only": false, "created_at": {"$date": "2026-07-10T21:12:06.148Z"}}, {"name": "field", "ftype": "fiftyone.core.fields.StringField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "field", "description": "Which of the two monitored cauliflower fields this sample comes from: Field1 (2020, 0.39 ha) or Field2 (2021, 0.60 ha), near Cologne, Germany.", "info": null, "read_only": false, "created_at": {"$date": "2026-07-10T21:12:06.152Z"}}, {"name": "acquisition_date", "ftype": "fiftyone.core.fields.StringField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "acquisition_date", "description": "Calendar date (YYYY-MM-DD) the source UAV orthomosaic was captured on, or (for segmentation) the date the sliding-window patch was extracted from.", "info": null, "read_only": false, "created_at": {"$date": "2026-07-10T21:12:06.156Z"}}, {"name": "patch_id", "ftype": "fiftyone.core.fields.StringField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "patch_id", "description": "Sliding-window tile index for segmentation patches (GrowliFlowerL). Arbitrary identifier with no relationship to plant_id -- these patches are not centered on a tracked plant.", "info": null, "read_only": false, "created_at": {"$date": "2026-07-10T21:12:06.159Z"}}, {"name": "has_plants", "ftype": "fiftyone.core.fields.BooleanField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "has_plants", "description": "Whether this segmentation patch contains any annotated plant instances. False for the ~10% of patches deliberately showing bare soil (no mask files ship for these in the source data).", "info": null, "read_only": false, "created_at": {"$date": "2026-07-10T21:12:06.162Z"}}, {"name": "plant_instances", "ftype": "fiftyone.core.fields.EmbeddedDocumentField", "embedded_doc_type": "fiftyone.core.labels.Detections", "subfield": null, "fields": [{"name": "detections", "ftype": "fiftyone.core.fields.ListField", "embedded_doc_type": "fiftyone.core.labels.Detection", "subfield": "fiftyone.core.fields.EmbeddedDocumentField", "fields": [{"name": "id", "ftype": "fiftyone.core.fields.ObjectIdField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "_id", "description": null, "info": null, "read_only": false, "created_at": null}, {"name": "tags", "ftype": "fiftyone.core.fields.ListField", "embedded_doc_type": null, "subfield": "fiftyone.core.fields.StringField", "fields": [], "db_field": "tags", "description": null, "info": null, "read_only": false, "created_at": null}, {"name": "attributes", "ftype": "fiftyone.core.fields.DictField", "embedded_doc_type": "fiftyone.core.labels.Attribute", "subfield": "fiftyone.core.fields.EmbeddedDocumentField", "fields": [], "db_field": "attributes", "description": null, "info": null, "read_only": false, "created_at": null}, {"name": "label", "ftype": "fiftyone.core.fields.StringField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "label", "description": null, "info": null, "read_only": false, "created_at": null}, {"name": "bounding_box", "ftype": "fiftyone.core.fields.ListField", "embedded_doc_type": null, "subfield": "fiftyone.core.fields.FloatField", "fields": [], "db_field": "bounding_box", "description": null, "info": null, "read_only": false, "created_at": null}, {"name": "mask", "ftype": "fiftyone.core.fields.ArrayField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "mask", "description": null, "info": null, "read_only": false, "created_at": null}, {"name": "mask_path", "ftype": "fiftyone.core.fields.StringField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "mask_path", "description": null, "info": null, "read_only": false, "created_at": null}, {"name": "confidence", "ftype": "fiftyone.core.fields.FloatField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "confidence", "description": null, "info": null, "read_only": false, "created_at": null}, {"name": "index", "ftype": "fiftyone.core.fields.IntField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "index", "description": null, "info": null, "read_only": false, "created_at": null}], "db_field": "detections", "description": null, "info": null, "read_only": false, "created_at": {"$date": "2026-07-10T21:12:06.165Z"}}], "db_field": "plant_instances", "description": "fo.Detections of individual cauliflower plant instances (soil vs. plant, one instance per plant, up to 4 per patch), decoded from GrowliFlowerL's maskPlants. Each detection has an 'is_void' attribute flagging plants cut off at the patch border (>50% pixel overlap with maskVoid).", "info": null, "read_only": false, "created_at": {"$date": "2026-07-10T21:12:06.165Z"}}, {"name": "leaf_instances", "ftype": "fiftyone.core.fields.EmbeddedDocumentField", "embedded_doc_type": "fiftyone.core.labels.Detections", "subfield": null, "fields": [{"name": "detections", "ftype": "fiftyone.core.fields.ListField", "embedded_doc_type": "fiftyone.core.labels.Detection", "subfield": "fiftyone.core.fields.EmbeddedDocumentField", "fields": [{"name": "id", "ftype": "fiftyone.core.fields.ObjectIdField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "_id", "description": null, "info": null, "read_only": false, "created_at": null}, {"name": "tags", "ftype": "fiftyone.core.fields.ListField", "embedded_doc_type": null, "subfield": "fiftyone.core.fields.StringField", "fields": [], "db_field": "tags", "description": null, "info": null, "read_only": false, "created_at": null}, {"name": "attributes", "ftype": "fiftyone.core.fields.DictField", "embedded_doc_type": "fiftyone.core.labels.Attribute", "subfield": "fiftyone.core.fields.EmbeddedDocumentField", "fields": [], "db_field": "attributes", "description": null, "info": null, "read_only": false, "created_at": null}, {"name": "label", "ftype": "fiftyone.core.fields.StringField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "label", "description": null, "info": null, "read_only": false, "created_at": null}, {"name": "bounding_box", "ftype": "fiftyone.core.fields.ListField", "embedded_doc_type": null, "subfield": "fiftyone.core.fields.FloatField", "fields": [], "db_field": "bounding_box", "description": null, "info": null, "read_only": false, "created_at": null}, {"name": "mask", "ftype": "fiftyone.core.fields.ArrayField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "mask", "description": null, "info": null, "read_only": false, "created_at": null}, {"name": "mask_path", "ftype": "fiftyone.core.fields.StringField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "mask_path", "description": null, "info": null, "read_only": false, "created_at": null}, {"name": "confidence", "ftype": "fiftyone.core.fields.FloatField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "confidence", "description": null, "info": null, "read_only": false, "created_at": null}, {"name": "index", "ftype": "fiftyone.core.fields.IntField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "index", "description": null, "info": null, "read_only": false, "created_at": null}], "db_field": "detections", "description": null, "info": null, "read_only": false, "created_at": {"$date": "2026-07-10T21:12:06.170Z"}}], "db_field": "leaf_instances", "description": "fo.Detections of individual leaf instances, decoded from GrowliFlowerL's maskLeaves. Void (border-cut) plants are fully excluded from this mask by the original annotators -- every instance here is a genuine, fully-visible leaf.", "info": null, "read_only": false, "created_at": {"$date": "2026-07-10T21:12:06.170Z"}}, {"name": "stem_keypoints", "ftype": "fiftyone.core.fields.EmbeddedDocumentField", "embedded_doc_type": "fiftyone.core.labels.Keypoints", "subfield": null, "fields": [{"name": "keypoints", "ftype": "fiftyone.core.fields.ListField", "embedded_doc_type": "fiftyone.core.labels.Keypoint", "subfield": "fiftyone.core.fields.EmbeddedDocumentField", "fields": [{"name": "id", "ftype": "fiftyone.core.fields.ObjectIdField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "_id", "description": null, "info": null, "read_only": false, "created_at": null}, {"name": "tags", "ftype": "fiftyone.core.fields.ListField", "embedded_doc_type": null, "subfield": "fiftyone.core.fields.StringField", "fields": [], "db_field": "tags", "description": null, "info": null, "read_only": false, "created_at": null}, {"name": "attributes", "ftype": "fiftyone.core.fields.DictField", "embedded_doc_type": "fiftyone.core.labels.Attribute", "subfield": "fiftyone.core.fields.EmbeddedDocumentField", "fields": [], "db_field": "attributes", "description": null, "info": null, "read_only": false, "created_at": null}, {"name": "label", "ftype": "fiftyone.core.fields.StringField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "label", "description": null, "info": null, "read_only": false, "created_at": null}, {"name": "points", "ftype": "fiftyone.core.fields.KeypointsField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "points", "description": null, "info": null, "read_only": false, "created_at": null}, {"name": "confidence", "ftype": "fiftyone.core.fields.ListField", "embedded_doc_type": null, "subfield": "fiftyone.core.fields.FloatField", "fields": [], "db_field": "confidence", "description": null, "info": null, "read_only": false, "created_at": null}, {"name": "index", "ftype": "fiftyone.core.fields.IntField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "index", "description": null, "info": null, "read_only": false, "created_at": null}], "db_field": "keypoints", "description": null, "info": null, "read_only": false, "created_at": {"$date": "2026-07-10T21:12:06.175Z"}}], "db_field": "stem_keypoints", "description": "fo.Keypoints marking the stem position (single point, image-space centroid) of each non-void plant in the patch, decoded from GrowliFlowerL's maskStems.", "info": null, "read_only": false, "created_at": {"$date": "2026-07-10T21:12:06.175Z"}}, {"name": "void_mask", "ftype": "fiftyone.core.fields.EmbeddedDocumentField", "embedded_doc_type": "fiftyone.core.labels.Segmentation", "subfield": null, "fields": [{"name": "id", "ftype": "fiftyone.core.fields.ObjectIdField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "_id", "description": null, "info": null, "read_only": false, "created_at": {"$date": "2026-07-10T21:12:06.181Z"}}, {"name": "tags", "ftype": "fiftyone.core.fields.ListField", "embedded_doc_type": null, "subfield": "fiftyone.core.fields.StringField", "fields": [], "db_field": "tags", "description": null, "info": null, "read_only": false, "created_at": {"$date": "2026-07-10T21:12:06.181Z"}}, {"name": "mask", "ftype": "fiftyone.core.fields.ArrayField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "mask", "description": null, "info": null, "read_only": false, "created_at": {"$date": "2026-07-10T21:12:06.181Z"}}, {"name": "mask_path", "ftype": "fiftyone.core.fields.StringField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "mask_path", "description": null, "info": null, "read_only": false, "created_at": {"$date": "2026-07-10T21:12:06.181Z"}}], "db_field": "void_mask", "description": "fo.Segmentation binary mask (0/1) marking plants cut off at the patch border, decoded from GrowliFlowerL's maskVoid. 1 = void/cut-off plant pixel.", "info": null, "read_only": false, "created_at": {"$date": "2026-07-10T21:12:06.181Z"}}, {"name": "plant_id", "ftype": "fiftyone.core.fields.StringField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "plant_id", "description": "Stable identifier for one physical, tracked cauliflower plant (e.g. '2021_Ref_Plot1_A1' or '2020_Def_day1_5'), constant across every acquisition date that plant was photographed. Not present for segmentation patches, which have no tracked plant identity.", "info": null, "read_only": false, "created_at": {"$date": "2026-07-10T21:12:13.816Z"}}, {"name": "phase", "ftype": "fiftyone.core.fields.StringField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "phase", "description": "'pre' (default/main capture -- every segmentation patch and the vast majority of timeseries captures) or 'post' (defoliation-day capture taken after leaves were removed to expose the cauliflower head; only present for GrowliFlowerD plants on their specific defoliation date).", "info": null, "read_only": false, "created_at": {"$date": "2026-07-10T21:12:13.823Z"}}, {"name": "day_after_planting", "ftype": "fiftyone.core.fields.IntField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "day_after_planting", "description": "Number of days between this plant's planting date and this sample's acquisition date, as recorded in the source coordinate files.", "info": null, "read_only": false, "created_at": {"$date": "2026-07-10T21:12:13.829Z"}}, {"name": "planting_date", "ftype": "fiftyone.core.fields.StringField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "planting_date", "description": "Calendar date (YYYY-MM-DD) this plant was planted.", "info": null, "read_only": false, "created_at": {"$date": "2026-07-10T21:12:13.834Z"}}, {"name": "coverage_frac", "ftype": "fiftyone.core.fields.FloatField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "coverage_frac", "description": "Fraction of non-zero (valid) pixels in this crop, computed at crop time. Values well below 1.0 indicate the plant's UTM coordinate fell in a documented orthomosaic data gap for that date (see paper Sec. 4.1) -- 0.0 means the crop window was entirely outside the orthomosaic's covered extent for that date.", "info": null, "read_only": false, "created_at": {"$date": "2026-07-10T21:12:13.841Z"}}, {"name": "plot", "ftype": "fiftyone.core.fields.IntField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "plot", "description": "Reference plot number (1-4 for Field1, 1-5 for Field2) this phenotyped plant belongs to, from GrowliFlowerR.", "info": null, "read_only": false, "created_at": {"$date": "2026-07-10T21:12:13.848Z"}}, {"name": "harvest_timepoint", "ftype": "fiftyone.core.fields.StringField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "harvest_timepoint", "description": "Integer harvest-window index for this reference plant, as recorded in GrowliFlowerR's global UTM coordinate file (exact semantics not documented in the source paper/README).", "info": null, "read_only": false, "created_at": {"$date": "2026-07-10T21:12:13.854Z"}}, {"name": "in_situ_height", "ftype": "fiftyone.core.fields.StringField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "in_situ_height", "description": "Manually measured plant height, from the Field{1,2}_insitu_measurements.xlsx workbook joined by plot+row+position+date. Stored as a string because the source data mixes clean numeric values with free-text/range entries (e.g. '10 (10)') -- see DATASET_INSPECTION.md.", "info": null, "read_only": false, "created_at": {"$date": "2026-07-10T21:12:13.861Z"}}, {"name": "in_situ_diameter", "ftype": "fiftyone.core.fields.StringField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "in_situ_diameter", "description": "Manually measured plant diameter, from the in-situ workbook. Stored as a string (see in_situ_height note on mixed source formatting).", "info": null, "read_only": false, "created_at": {"$date": "2026-07-10T21:12:13.867Z"}}, {"name": "in_situ_bbch_stage", "ftype": "fiftyone.core.fields.StringField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "in_situ_bbch_stage", "description": "Phenological development stage on the BBCH/Feller 1995 scale (e.g. 11-19 = leaf development, 41-49 = head development), from the in-situ workbook's 'PD' column. Stored as a string.", "info": null, "read_only": false, "created_at": {"$date": "2026-07-10T21:12:13.873Z"}}, {"name": "in_situ_comment", "ftype": "fiftyone.core.fields.StringField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "in_situ_comment", "description": "Free-text field observation from the in-situ workbook, using the abbreviations documented in GrowliFlowerR/Field1's 'abbreviation' sheet (e.g. 'wL' = without leaves, 'bb' = blind bud, 'A' = aphids present).", "info": null, "read_only": false, "created_at": {"$date": "2026-07-10T21:12:13.879Z"}}, {"name": "day_group", "ftype": "fiftyone.core.fields.IntField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "day_group", "description": "Defoliation-day group index (day1-day2 for Field1, day1-day6 for Field2) this plant belongs to, from GrowliFlowerD -- distinguishes plants defoliated on different calendar days.", "info": null, "read_only": false, "created_at": {"$date": "2026-07-10T21:12:13.962Z"}}, {"name": "defoliation_date", "ftype": "fiftyone.core.fields.StringField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "defoliation_date", "description": "Calendar date (YYYY-MM-DD) this plant was defoliated (leaves removed to expose the cauliflower head), from GrowliFlowerD.", "info": null, "read_only": false, "created_at": {"$date": "2026-07-10T21:12:13.970Z"}}, {"name": "in_situ_head_diameter", "ftype": "fiftyone.core.fields.StringField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "in_situ_head_diameter", "description": "Manually measured cauliflower head/curd diameter (visible post-defoliation), from the in-situ workbook. Stored as a string.", "info": null, "read_only": false, "created_at": {"$date": "2026-07-10T21:12:14.578Z"}}, {"name": "in_situ_harvested", "ftype": "fiftyone.core.fields.StringField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "in_situ_harvested", "description": "Harvest marker ('x' or similar) recorded in the in-situ workbook once this plant was harvested; null before harvest.", "info": null, "read_only": false, "created_at": {"$date": "2026-07-10T21:12:14.733Z"}}], "frame_fields": [], "saved_views": [{"_id": {"$oid": "6a51608687f00fc579b58aff"}, "_dataset_id": {"$oid": "6a51601d6b1b94284819686b"}, "name": "segmentation", "description": "GrowliFlowerL: 2,198 sliding-window patches from Field1 2020 with pixel-accurate plant/leaf/stem/void instance labels. Use for training/evaluating segmentation, detection, or stem-keypoint models. 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