Statements (56)
| Predicate | Object |
|---|---|
| gptkbp:instance_of |
gptkb:competition
|
| gptkbp:challenges |
overfitting
real-time processing scalability data imbalance |
| gptkbp:encourages |
open-source contributions
deep learning research |
| gptkbp:first_held |
gptkb:2015
|
| gptkbp:focuses_on |
object detection
|
| gptkbp:future_goals |
improve accuracy
reduce computation time enhance evaluation metrics expand dataset categories |
| gptkbp:global_presence |
yes
|
| gptkbp:has_awards |
best performance awards
best paper awards |
| gptkbp:has_category |
80 object categories
|
| gptkbp:has_evaluation_metric |
mean Average Precision (m AP)
|
| gptkbp:has_impact_on |
gptkb:vehicles
gptkb:robotics image recognition video analysis |
| gptkbp:has_participants |
gptkb:students
gptkb:developers gptkb:researchers companies |
| gptkbp:has_website |
cocodataset.org
|
| https://www.w3.org/2000/01/rdf-schema#label |
COCO Detection Challenge
|
| gptkbp:includes |
bounding box annotations
segmentation masks keypoint annotations |
| gptkbp:is_associated_with |
image segmentation
semantic segmentation instance segmentation object localization |
| gptkbp:is_collaborative_with |
yes
|
| gptkbp:is_influenced_by |
research papers
technological advancements community feedback previous competitions |
| gptkbp:is_part_of |
gptkb:CVPR
gptkb:ECCV gptkb:ICCV |
| gptkbp:is_recognized_by |
industry leaders
academic community |
| gptkbp:is_supported_by |
academic institutions
research grants tech companies |
| gptkbp:part_of |
gptkb:COCO_dataset
|
| gptkbp:promotes |
computer vision advancements
|
| gptkbp:provides |
benchmark for algorithms
|
| gptkbp:releases_results_annually |
yes
|
| gptkbp:sponsored_by |
gptkb:Microsoft
|
| gptkbp:utilizes |
public datasets
|
| gptkbp:bfsParent |
gptkb:COCO
|
| gptkbp:bfsLayer |
5
|