|
|
{"_id": {"$oid": "6866c34ffe07bbe18f5a8740"}, "name": "Voxel51/ARCADE_FO", "slug": "voxel51arcade-fo", "version": "1.5.2", "created_at": {"$date": "2025-07-03T17:52:15.976Z"}, "last_modified_at": {"$date": "2025-07-04T13:35:34.716Z"}, "last_loaded_at": {"$date": "2025-07-04T20:26:36.742Z"}, "sample_collection_name": "samples.6866c34ffe07bbe18f5a8740", "persistent": true, "media_type": "image", "group_media_types": {}, "tags": [], "info": {}, "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": {}, "sample_fields": [{"name": "filepath", "ftype": "fiftyone.core.fields.StringField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "filepath", "description": null, "info": null, "read_only": false, "created_at": {"$date": "2025-07-03T17:52:16.074Z"}}, {"name": "id", "ftype": "fiftyone.core.fields.ObjectIdField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "_id", "description": null, "info": null, "read_only": false, "created_at": {"$date": "2025-07-03T17:52:16.074Z"}}, {"name": "metadata", "ftype": "fiftyone.core.fields.EmbeddedDocumentField", "embedded_doc_type": "fiftyone.core.metadata.ImageMetadata", "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": {"$date": "2025-07-03T17:52:16.081Z"}}, {"name": "mime_type", "ftype": "fiftyone.core.fields.StringField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "mime_type", "description": null, "info": null, "read_only": false, "created_at": {"$date": "2025-07-03T17:52:16.081Z"}}, {"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": {"$date": "2025-07-03T17:52:16.081Z"}}, {"name": "height", "ftype": "fiftyone.core.fields.IntField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "height", "description": null, "info": null, "read_only": false, "created_at": {"$date": "2025-07-03T17:52:16.081Z"}}, {"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": {"$date": "2025-07-03T17:52:16.081Z"}}], "db_field": "metadata", "description": null, "info": null, "read_only": false, "created_at": {"$date": "2025-07-03T17:52:16.081Z"}}, {"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": {"$date": "2025-07-03T17:52:16.074Z"}}, {"name": "created_at", "ftype": "fiftyone.core.fields.DateTimeField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "created_at", "description": null, "info": null, "read_only": true, "created_at": {"$date": "2025-07-03T17:52:16.074Z"}}, {"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": {"$date": "2025-07-03T17:52:16.074Z"}}, {"name": "tags", "ftype": "fiftyone.core.fields.ListField", "embedded_doc_type": null, "subfield": "fiftyone.core.fields.StringField", "fields": [], "db_field": "tags", "description": null, "info": null, "read_only": false, "created_at": {"$date": "2025-07-03T17:52:16.074Z"}}, {"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": {"$date": "2025-07-03T17:52:16.074Z"}}, {"name": "_dataset_id", "ftype": "fiftyone.core.fields.ObjectIdField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "_dataset_id", "description": null, "info": null, "read_only": false, "created_at": {"$date": "2025-07-03T17:52:16.074Z"}}, {"name": "phase", "ftype": "fiftyone.core.fields.StringField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "phase", "description": null, "info": null, "read_only": false, "created_at": {"$date": "2025-07-03T17:52:16.074Z"}}, {"name": "task", "ftype": "fiftyone.core.fields.StringField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "task", "description": null, "info": null, "read_only": false, "created_at": {"$date": "2025-07-03T17:52:16.074Z"}}, {"name": "subset_name", "ftype": "fiftyone.core.fields.StringField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "subset_name", "description": null, "info": null, "read_only": false, "created_at": {"$date": "2025-07-03T17:52:16.074Z"}}, {"name": "segmentations", "ftype": "fiftyone.core.fields.EmbeddedDocumentField", "embedded_doc_type": "fiftyone.core.labels.Detections", "subfield": null, "fields": [{"name": "detections", "ftype": "fiftyone.core.fields.ListField", "embedded_doc_type": "fiftyone.core.labels.Detection", "subfield": "fiftyone.core.fields.EmbeddedDocumentField", "fields": [{"name": "id", "ftype": "fiftyone.core.fields.ObjectIdField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "_id", "description": null, "info": null, "read_only": false, "created_at": {"$date": "2025-07-03T17:52:16.074Z"}}, {"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": {"$date": "2025-07-03T17:52:16.074Z"}}, {"name": "attributes", "ftype": "fiftyone.core.fields.DictField", "embedded_doc_type": "fiftyone.core.labels.Attribute", "subfield": "fiftyone.core.fields.EmbeddedDocumentField", "fields": [], "db_field": "attributes", "description": null, "info": null, "read_only": false, "created_at": {"$date": "2025-07-03T17:52:16.074Z"}}, {"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": {"$date": "2025-07-03T17:52:16.074Z"}}, {"name": "bounding_box", "ftype": "fiftyone.core.fields.ListField", "embedded_doc_type": null, "subfield": "fiftyone.core.fields.FloatField", "fields": [], "db_field": "bounding_box", "description": null, "info": null, "read_only": false, "created_at": {"$date": "2025-07-03T17:52:16.074Z"}}, {"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": {"$date": "2025-07-03T17:52:16.074Z"}}, {"name": "mask_path", "ftype": "fiftyone.core.fields.StringField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "mask_path", "description": null, "info": null, "read_only": false, "created_at": {"$date": "2025-07-03T17:52:16.074Z"}}, {"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": {"$date": "2025-07-03T17:52:16.074Z"}}, {"name": "index", "ftype": "fiftyone.core.fields.IntField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "index", "description": null, "info": null, "read_only": false, "created_at": {"$date": "2025-07-03T17:52:16.074Z"}}, {"name": "patches_embedding", "ftype": "fiftyone.core.fields.VectorField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "patches_embedding", "description": null, "info": null, "read_only": false, "created_at": {"$date": "2025-07-03T17:52:16.074Z"}}], "db_field": "detections", "description": null, "info": null, "read_only": false, "created_at": {"$date": "2025-07-03T17:52:16.074Z"}}], "db_field": "segmentations", "description": null, "info": null, "read_only": false, "created_at": {"$date": "2025-07-03T17:52:16.074Z"}}, {"name": "coco_id", "ftype": "fiftyone.core.fields.IntField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "coco_id", "description": null, "info": null, "read_only": false, "created_at": {"$date": "2025-07-03T17:52:16.074Z"}}, {"name": "default_embedding", "ftype": "fiftyone.core.fields.VectorField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "default_embedding", "description": null, "info": null, "read_only": false, "created_at": {"$date": "2025-07-03T17:52:16.074Z"}}, {"name": "radio_embeddings", "ftype": "fiftyone.core.fields.VectorField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "radio_embeddings", "description": null, "info": null, "read_only": false, "created_at": {"$date": "2025-07-03T18:09:17.374Z"}}, {"name": "radio_spatial_features", "ftype": "fiftyone.core.fields.EmbeddedDocumentField", "embedded_doc_type": "fiftyone.core.labels.Heatmap", "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": {"$date": "2025-07-03T18:56:30.311Z"}}, {"name": "tags", "ftype": "fiftyone.core.fields.ListField", "embedded_doc_type": null, "subfield": "fiftyone.core.fields.StringField", "fields": [], "db_field": "tags", "description": null, "info": null, "read_only": false, "created_at": {"$date": "2025-07-03T18:56:30.311Z"}}, {"name": "map", "ftype": "fiftyone.core.fields.ArrayField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "map", "description": null, "info": null, "read_only": false, "created_at": {"$date": "2025-07-03T18:56:30.311Z"}}, {"name": "map_path", "ftype": "fiftyone.core.fields.StringField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "map_path", "description": null, "info": null, "read_only": false, "created_at": {"$date": "2025-07-03T18:56:30.311Z"}}, {"name": "range", "ftype": "fiftyone.core.fields.HeatmapRangeField", "embedded_doc_type": null, "subfield": "fiftyone.core.fields.FloatField", "fields": [], "db_field": "range", "description": null, "info": null, "read_only": false, "created_at": {"$date": "2025-07-03T18:56:30.311Z"}}], "db_field": "radio_spatial_features", "description": null, "info": null, "read_only": false, "created_at": {"$date": "2025-07-03T18:56:30.311Z"}}, {"name": "radio_uniqueness", "ftype": "fiftyone.core.fields.FloatField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "radio_uniqueness", "description": null, "info": null, "read_only": false, "created_at": {"$date": "2025-07-04T12:42:37.855Z"}}, {"name": "radio_representativeness", "ftype": "fiftyone.core.fields.FloatField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "radio_representativeness", "description": null, "info": null, "read_only": false, "created_at": {"$date": "2025-07-04T12:42:57.059Z"}}, {"name": "combined_score", "ftype": "fiftyone.core.fields.FloatField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "combined_score", "description": null, "info": null, "read_only": false, "created_at": {"$date": "2025-07-04T13:35:34.711Z"}}], "frame_fields": [], "saved_views": [], "workspaces": [], "annotation_runs": {}, "brain_methods": {"arcade_emb": {"_id": {"$oid": "6866c350fe07bbe18f5a8741"}, "_dataset_id": {"$oid": "6866c34ffe07bbe18f5a8740"}, "key": "arcade_emb", "version": "1.5.2", "timestamp": {"$date": "2025-06-24T17:02:00.435Z"}, "config": {"cls": "fiftyone.brain.visualization.UMAPVisualizationConfig", "type": "visualization", "method": "umap", "embeddings_field": "default_embedding", "points_field": null, "similarity_index": null, "model": "mobilenet-v2-imagenet-torch", "model_kwargs": null, "patches_field": null, "num_dims": 2, "num_neighbors": 15, "metric": "euclidean", "min_dist": 0.1, "seed": null, "verbose": true}, "results": {"$oid": "6866c350fe07bbe18f5a8743"}}, "patches_emb": {"_id": {"$oid": "6866c350fe07bbe18f5a8742"}, "_dataset_id": {"$oid": "6866c34ffe07bbe18f5a8740"}, "key": "patches_emb", "version": "1.5.2", "timestamp": {"$date": "2025-06-24T17:02:00.435Z"}, "config": {"cls": "fiftyone.brain.visualization.UMAPVisualizationConfig", "type": "visualization", "method": "umap", "embeddings_field": "patches_embedding", "points_field": null, "similarity_index": null, "model": null, "model_kwargs": null, "patches_field": "segmentations", "num_dims": 2, "num_neighbors": 15, "metric": "euclidean", "min_dist": 0.1, "seed": null, "verbose": true}, "results": {"$oid": "6866c350fe07bbe18f5a8745"}}, "radio_viz": {"_id": {"$oid": "6867cc08fe07bbe18f5a9313"}, "_dataset_id": {"$oid": "6866c34ffe07bbe18f5a8740"}, "key": "radio_viz", "version": "1.5.2", "timestamp": {"$date": "2025-07-04T12:41:44.147Z"}, "config": {"cls": "fiftyone.brain.visualization.UMAPVisualizationConfig", "type": "visualization", "method": "umap", "embeddings_field": "radio_embeddings", "points_field": null, "similarity_index": null, "model": null, "model_kwargs": null, "patches_field": null, "num_dims": 2, "num_neighbors": 15, "metric": "euclidean", "min_dist": 0.1, "seed": null, "verbose": true}, "results": {"$oid": "6867cc12fe07bbe18f5a9314"}}, "radio_sim": {"_id": {"$oid": "6867cc28fe07bbe18f5a9316"}, "_dataset_id": {"$oid": "6866c34ffe07bbe18f5a8740"}, "key": "radio_sim", "version": "1.5.2", "timestamp": {"$date": "2025-07-04T12:42:16.927Z"}, "config": {"cls": "fiftyone.brain.internal.core.sklearn.SklearnSimilarityConfig", "type": "similarity", "method": "sklearn", "embeddings_field": "radio_embeddings", "model": null, "model_kwargs": null, "patches_field": null, "roi_field": null, "supports_prompts": null, "metric": "cosine"}, "results": {"$oid": "6867cc29fe07bbe18f5a9317"}}, "radio_uniqueness": {"_id": {"$oid": "6867cc3dfe07bbe18f5a9319"}, "_dataset_id": {"$oid": "6866c34ffe07bbe18f5a8740"}, "key": "radio_uniqueness", "version": "1.5.2", "timestamp": {"$date": "2025-07-04T12:42:37.437Z"}, "config": {"cls": "fiftyone.brain.internal.core.uniqueness.UniquenessConfig", "type": "uniqueness", "method": "neighbors", "uniqueness_field": "radio_uniqueness", "roi_field": null, "embeddings_field": null, "similarity_index": "radio_sim", "model": "C-RADIOv3.zoo.TorchRadioModel", "model_kwargs": null}}, "radio_representativeness": {"_id": {"$oid": "6867cc50fe07bbe18f5a931a"}, "_dataset_id": {"$oid": "6866c34ffe07bbe18f5a8740"}, "key": "radio_representativeness", "version": "1.5.2", "timestamp": {"$date": "2025-07-04T12:42:56.596Z"}, "config": {"cls": "fiftyone.brain.internal.core.representativeness.RepresentativenessConfig", "type": "representativeness", "method": "cluster-center", "representativeness_field": "radio_representativeness", "roi_field": null, "embeddings_field": null, "similarity_index": "radio_sim", "model": "C-RADIOv3.zoo.TorchRadioModel", "model_kwargs": null}}}, "evaluations": {}, "runs": {}} |
