Changes

On December 3, 2024 at 7:49:25 AM UTC, admin:

Changed title to COCO panoptic segmentation (previously COCO Panoptic Segmentation)

Set author of COCO panoptic segmentation to Abdullah Rashwan (previously Justin Lazarow)

Updated description of COCO panoptic segmentation from
The COCO 2018 panoptic segmentation task consists of 80 thing and 53 stuff classes.
to
Panoptic segmentation aims to unify instance and semantic segmentation in the same framework. Existing works propose to merge instance and semantic segmentation using post-processing layers. Recent works unify both segmentation tasks by producing binary masks and class scores for both things and stuff classes.

Removed the following tags from COCO panoptic segmentation

Added the following tags to COCO panoptic segmentation

Changed value of field defined_in to https://doi.org/10.48550/arXiv.2312.06052 in COCO panoptic segmentation

Changed value of field extra_authors to [{'extra_author': 'Jiageng Zhang', 'orcid': ''}, {'extra_author': 'Ali Taalimi', 'orcid': ''}, {'extra_author': 'Fan Yang', 'orcid': ''}, {'extra_author': 'Xingyi Zhou', 'orcid': ''}, {'extra_author': 'Chaochao Yan', 'orcid': ''}, {'extra_author': 'Liang-Chieh Chen', 'orcid': ''}, {'extra_author': 'Yeqing Li', 'orcid': ''}] in COCO panoptic segmentation

Deleted resource Original Metadata from COCO panoptic segmentation

              
    
          
          
        
        
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            n 53   "notes": "The COCO 2018 panoptic segmentation task consists of 80  n 69   "notes": "Panoptic segmentation aims to unify instance and semantic 
            54 thing and 53 stuff classes.", 70 segmentation in the same framework. Existing works propose to merge 
            71 instance and semantic segmentation using post-processing layers. 
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            127       "name": "Instance Segmentation", 106       "name": "image segmentation",
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            129       "vocabulary_id": null 108       "vocabulary_id": null
            130     }, 109     },
            131     { 110     {
            n 132       "display_name": "Panoptic Segmentation", n 111       "display_name": "object detection",
            133       "id": "62316d6b-da93-440f-b9fd-8fddeba46d6d", 112       "id": "607283c7-9e12-4167-9101-7f8078fb6537",
            134       "name": "Panoptic Segmentation", 113       "name": "object detection",
            135       "state": "active", 114       "state": "active",
            136       "vocabulary_id": null 115       "vocabulary_id": null
            137     }, 116     },
            138     { 117     {
            n 139       "display_name": "Semantic Segmentation", n 118       "display_name": "panoptic segmentation",
            140       "id": "809ad6af-28cd-43bd-974d-055a5c0f2973", 119       "id": "fcac67e0-cdb8-4644-b28c-4d0361593beb",
            141       "name": "Semantic Segmentation", 120       "name": "panoptic segmentation",
            142       "state": "active", 121       "state": "active",
            143       "vocabulary_id": null 122       "vocabulary_id": null
            144     } 123     }
            145   ], 124   ],
            t 146   "title": "COCO Panoptic Segmentation", t 125   "title": "COCO panoptic segmentation",
            147   "type": "dataset", 126   "type": "dataset",
            148   "version": "" 127   "version": ""
            149 } 128 }