Statements (57)
| Predicate | Object |
|---|---|
| gptkbp:instance_of |
gptkb:Database_Management_System
|
| gptkbp:bfsLayer |
6
|
| gptkbp:bfsParent |
gptkb:COCO_2017
|
| gptkbp:category |
gptkb:television_series
|
| gptkbp:challenges |
object detection challenge
dense captioning challenge image captioning challenge image retrieval challenge keypoint challenge object counting challenge panoptic segmentation challenge scene graph generation challenge stuff segmentation challenge visual question answering challenge |
| gptkbp:collaborations |
universities
research institutions industry partners |
| gptkbp:contains |
annotations
images |
| gptkbp:contribution |
gptkb:software_framework
gptkb:Research_Institute image recognition visual perception scene understanding |
| gptkbp:created_by |
gptkb:Microsoft
|
| gptkbp:features |
realistic images
diverse scenes multiple objects per image |
| gptkbp:has_artwork |
330,000
|
| https://www.w3.org/2000/01/rdf-schema#label |
COCO 2018
|
| gptkbp:is_divided_into |
gptkb:psychologist
gptkb:railway_line val minival test-challenge test-dev |
| gptkbp:is_documented_in |
gptkb:JSON
object detection instance segmentation keypoint detection |
| gptkbp:is_evaluated_by |
Intersection over Union (Io U)
mean Average Precision (m AP) |
| gptkbp:is_part_of |
COCO dataset family
|
| gptkbp:is_used_for |
object detection
image segmentation keypoint detection |
| gptkbp:latest_version |
gptkb:2018
|
| gptkbp:license |
gptkb:Creative_Commons_Attribution_4.0_License
|
| gptkbp:predecessor |
COCO 2019
|
| gptkbp:provides |
bounding boxes
segmentation masks keypoints |
| gptkbp:release_date |
gptkb:2018
|
| gptkbp:successor |
gptkb:COCO_2017
|
| gptkbp:supports |
deep learning
|
| gptkbp:used_in |
computer vision research
|
| gptkbp:website |
cocodataset.org
|