Datasets:

harpreetsahota
/

CVPR_2024_Papers_with_Embeddings

+ {"_id": {"$oid": "666c85da79ef45f1374adffa"}, "name": "Voxel51/CVPR_2024_Papers", "slug": "voxel51cvpr-2024-papers", "version": "0.24.1", "created_at": {"$date": "2024-06-14T18:03:06.645Z"}, "last_loaded_at": {"$date": "2024-06-14T18:03:06.892Z"}, "sample_collection_name": "samples.666c85da79ef45f1374adffa", "persistent": false, "media_type": "image", "group_media_types": {}, "tags": [], "info": {}, "app_config": {"media_fields": ["filepath"], "grid_media_field": "filepath", "modal_media_field": "filepath", "media_fallback": false, "plugins": {}}, "classes": {}, "default_classes": [], "mask_targets": {}, "default_mask_targets": {}, "skeletons": {}, "sample_fields": [{"name": "id", "ftype": "fiftyone.core.fields.ObjectIdField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "_id", "description": null, "info": null}, {"name": "filepath", "ftype": "fiftyone.core.fields.StringField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "filepath", "description": null, "info": 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}, {"name": "_media_type", "ftype": "fiftyone.core.fields.StringField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "_media_type", "description": null, "info": null}, {"name": "_rand", "ftype": "fiftyone.core.fields.FloatField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "_rand", "description": null, "info": null}, {"name": "_dataset_id", "ftype": "fiftyone.core.fields.ObjectIdField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "_dataset_id", "description": null, "info": null}, {"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}, {"name": "mime_type", "ftype": "fiftyone.core.fields.StringField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "mime_type", "description": null, "info": null}, {"name": "width", "ftype": "fiftyone.core.fields.IntField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "width", "description": null, "info": null}, {"name": "height", "ftype": "fiftyone.core.fields.IntField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "height", "description": null, "info": null}, {"name": "num_channels", "ftype": "fiftyone.core.fields.IntField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "num_channels", "description": null, "info": null}], "db_field": "metadata", "description": null, "info": null}, {"name": "arXiv_link", "ftype": "fiftyone.core.fields.StringField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "arXiv_link", "description": "Link to paper abstract on arxiv", "info": null}, {"name": "other_link", "ftype": "fiftyone.core.fields.StringField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "other_link", "description": "Link to other resource found for paper", "info": null}, {"name": "title", "ftype": "fiftyone.core.fields.StringField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "title", "description": "The title of the paper", "info": null}, {"name": "abstract", "ftype": "fiftyone.core.fields.StringField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "abstract", "description": "The abstract of the paper", "info": null}, {"name": "authors_list", "ftype": "fiftyone.core.fields.ListField", "embedded_doc_type": null, "subfield": "fiftyone.core.fields.StringField", "fields": [], "db_field": "authors_list", "description": "The authors listed on the paper", "info": null}, {"name": "keywords", "ftype": "fiftyone.core.fields.ListField", "embedded_doc_type": null, "subfield": "fiftyone.core.fields.StringField", "fields": [], "db_field": "keywords", "description": "Keywords associated with this paper, extracted using GPT-4o", "info": null}, {"name": "category_name", "ftype": "fiftyone.core.fields.StringField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "category_name", "description": "The category of the paper", "info": null}, {"name": "all_categories", "ftype": "fiftyone.core.fields.ListField", "embedded_doc_type": null, "subfield": "fiftyone.core.fields.StringField", "fields": [], "db_field": "all_categories", "description": "The authors listed on the paper", "info": null}, {"name": "abstract_embeddings", "ftype": "fiftyone.core.fields.VectorField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "abstract_embeddings", "description": null, "info": null}, {"name": "title_embeddings", "ftype": "fiftyone.core.fields.VectorField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "title_embeddings", "description": null, "info": null}, {"name": "uniqueness_abstract", "ftype": "fiftyone.core.fields.FloatField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "uniqueness_abstract", "description": null, "info": null}, {"name": "uniqueness_title", "ftype": "fiftyone.core.fields.FloatField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "uniqueness_title", "description": null, "info": null}], "frame_fields": [], "saved_views": [], "workspaces": [], "annotation_runs": {}, "brain_methods": {"umap_abstract": {"_id": {"$oid": "666c874079ef45f1374adffb"}, "_dataset_id": {"$oid": "666c85da79ef45f1374adffa"}, "key": "umap_abstract", "version": "0.24.1", "timestamp": {"$date": "2024-06-14T18:09:04.421Z"}, "config": {"cls": "fiftyone.brain.visualization.UMAPVisualizationConfig", "type": "visualization", "method": "umap", "embeddings_field": "abstract_embeddings", "model": null, "model_kwargs": null, "patches_field": null, "num_dims": 2, "num_neighbors": 15, "metric": "euclidean", "min_dist": 0.1, "seed": 51, "verbose": true}, "view_stages": [], "results": {"$oid": "666c875d79ef45f1374adffc"}}, "umap_title": {"_id": {"$oid": "666c875d79ef45f1374adffe"}, "_dataset_id": {"$oid": "666c85da79ef45f1374adffa"}, "key": "umap_title", "version": "0.24.1", "timestamp": {"$date": "2024-06-14T18:09:33.803Z"}, "config": {"cls": "fiftyone.brain.visualization.UMAPVisualizationConfig", "type": "visualization", "method": "umap", "embeddings_field": "title_embeddings", "model": null, "model_kwargs": null, "patches_field": null, "num_dims": 2, "num_neighbors": 15, "metric": "euclidean", "min_dist": 0.1, "seed": 51, "verbose": true}, "view_stages": [], "results": {"$oid": "666c876879ef45f1374adfff"}}, "uniqueness_abstract": {"_id": {"$oid": "666c876879ef45f1374ae001"}, "_dataset_id": {"$oid": "666c85da79ef45f1374adffa"}, "key": "uniqueness_abstract", "version": "0.24.1", "timestamp": {"$date": "2024-06-14T18:09:44.455Z"}, "config": {"cls": "fiftyone.brain.internal.core.uniqueness.UniquenessConfig", "type": "uniqueness", "method": "neighbors", "uniqueness_field": "uniqueness_abstract", "roi_field": null, "embeddings_field": "abstract_embeddings", "model": null, "model_kwargs": null}, "view_stages": []}, "uniqueness_title": {"_id": {"$oid": "666c876979ef45f1374ae002"}, "_dataset_id": {"$oid": "666c85da79ef45f1374adffa"}, "key": "uniqueness_title", "version": "0.24.1", "timestamp": {"$date": "2024-06-14T18:09:45.092Z"}, "config": {"cls": "fiftyone.brain.internal.core.uniqueness.UniquenessConfig", "type": "uniqueness", "method": "neighbors", "uniqueness_field": "uniqueness_title", "roi_field": null, "embeddings_field": "title_embeddings", "model": null, "model_kwargs": null}, "view_stages": []}, "abstract_similarity": {"_id": {"$oid": "666c876979ef45f1374ae003"}, "_dataset_id": {"$oid": "666c85da79ef45f1374adffa"}, "key": "abstract_similarity", "version": "0.24.1", "timestamp": {"$date": "2024-06-14T18:09:45.732Z"}, "config": {"cls": "fiftyone.brain.internal.core.lancedb.LanceDBSimilarityConfig", "type": "similarity", "method": "lancedb", "embeddings_field": "abstract_embeddings", "model": null, "model_kwargs": null, "patches_field": null, "supports_prompts": null, "table_name": "fiftyone-voxel51cvpr-2024-papers", "metric": "cosine"}, "view_stages": [], "results": {"$oid": "666c876a79ef45f1374ae004"}}}, "evaluations": {}, "runs": {}}