|
gptkbp:instance_of
|
gptkb:cosmic_ray_detector
|
|
gptkbp:adapted_into
|
different resolutions
|
|
gptkbp:applies_to
|
real-time object detection
|
|
gptkbp:available_on
|
gptkb:Git_Hub
|
|
gptkbp:community_support
|
gptkb:true
|
|
gptkbp:competes_with
|
gptkb:Faster_R-CNN
gptkb:SSD
|
|
gptkbp:developed_by
|
gptkb:Joseph_Redmon
|
|
gptkbp:first_released
|
gptkb:2016
|
|
gptkbp:has_applications_in
|
gptkb:medical_imaging
gptkb:vehicles
gptkb:robotics
augmented reality
surveillance
|
|
gptkbp:has_training_data
|
gptkb:Open_Images
gptkb:Pascal_VOC
gptkb:COCO_dataset
|
|
gptkbp:has_variants
|
gptkb:YOLOv2
gptkb:YOLOv3
gptkb:YOLOv4
gptkb:YOLOv5
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
YOLO Series
|
|
gptkbp:influenced_by
|
gptkb:Fast_R-CNN
|
|
gptkbp:is_evaluated_by
|
gptkb:KITTI_dataset
COCO test-dev
Pascal VOC test set
|
|
gptkbp:is_implemented_in
|
gptkb:Tensor_Flow
gptkb:Darknet
gptkb:Python
gptkb:Py_Torch
|
|
gptkbp:is_often_used_in
|
computer vision
|
|
gptkbp:is_open_source
|
gptkb:true
|
|
gptkbp:is_popular_in
|
gptkb:academic_research
industry applications
|
|
gptkbp:is_scalable
|
gptkb:true
|
|
gptkbp:is_used_by
|
gptkb:engineers
gptkb:developers
gptkb:researchers
|
|
gptkbp:is_used_in
|
gptkb:sports_team
image processing
security systems
video analysis
traffic monitoring
|
|
gptkbp:known_for
|
speed and accuracy
|
|
gptkbp:latest_version
|
gptkb:YOLOv5
|
|
gptkbp:performance
|
FPS
object detection tasks
m AP
|
|
gptkbp:provides
|
bounding box predictions
class probabilities
|
|
gptkbp:requires
|
GPU for training
|
|
gptkbp:security
|
background clutter
occlusions
variations in lighting
|
|
gptkbp:successor
|
gptkb:R-CNN
|
|
gptkbp:supports
|
multiple classes
|
|
gptkbp:uses
|
convolutional neural networks
|
|
gptkbp:uses_anchor_boxes
|
gptkb:true
|
|
gptkbp:uses_transfer_learning
|
gptkb:true
|
|
gptkbp:bfsParent
|
gptkb:YOLOv6x
|
|
gptkbp:bfsLayer
|
7
|