Statements (57)
| Predicate | Object |
|---|---|
| gptkbp:instance_of |
gptkb:Data
|
| gptkbp:categories |
80
|
| 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:collaborator |
universities
research institutions industry partners |
| gptkbp:contains |
annotations
images |
| gptkbp:contribution |
gptkb:machine_learning
gptkb:AI_technology image recognition visual perception scene understanding |
| gptkbp:created_by |
gptkb:Microsoft
|
| gptkbp:evaluates |
Intersection over Union (Io U)
mean Average Precision (m AP) |
| 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:test_subjects
gptkb:train val minival test-challenge test-dev |
| gptkbp:is_documented_in |
gptkb:JSON
object detection instance segmentation keypoint detection |
| gptkbp:is_part_of |
COCO dataset family
|
| 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_for |
object detection
image segmentation keypoint detection |
| gptkbp:used_in |
computer vision research
|
| gptkbp:website |
cocodataset.org
|
| gptkbp:bfsParent |
gptkb:COCO_2017
|
| gptkbp:bfsLayer |
6
|