|
gptkbp:instance_of
|
gptkb:cosmic_ray_detector
|
|
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
gptkb:Retina_Net
|
|
gptkbp:developed_by
|
gptkb:Joseph_Redmon
|
|
gptkbp:first_edition
|
gptkb:2015
|
|
gptkbp:has_applications_in
|
gptkb:medical_imaging
gptkb:vehicles
gptkb:robotics
augmented reality
surveillance
|
|
gptkbp:has_documentation
|
available online
|
|
gptkbp:has_publications
|
published
|
|
gptkbp:has_variants
|
gptkb:YOLOv2
gptkb:YOLOv3
gptkb:YOLOv4-tiny
gptkb:YOLOv5l
gptkb:YOLOv5m
gptkb:YOLOv5s
gptkb:YOLOv5x
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
YOLO family
|
|
gptkbp:influenced_by
|
gptkb:R-CNN
|
|
gptkbp:is_effective_against
|
gptkb:true
|
|
gptkbp:is_implemented_in
|
gptkb:Python
|
|
gptkbp:is_open_source
|
gptkb:true
|
|
gptkbp:is_popular_in
|
gptkb:AI_technology
machine learning applications
computer vision community
|
|
gptkbp:is_scalable
|
gptkb:true
|
|
gptkbp:is_supported_by
|
gptkb:Tensor_Flow
gptkb:Open_CV
gptkb:Py_Torch
gptkb:NVIDIA
|
|
gptkbp:is_used_in
|
image processing
video analysis
|
|
gptkbp:known_for
|
speed and accuracy
|
|
gptkbp:latest_version
|
gptkb:YOLOv5
|
|
gptkbp:performance
|
FPS
m AP
Io U
|
|
gptkbp:provides
|
object localization
bounding box predictions
class probabilities
|
|
gptkbp:requires
|
GPU for training
|
|
gptkbp:security
|
occlusions
scale variations
lighting changes
|
|
gptkbp:successor
|
gptkb:YOLOv4
|
|
gptkbp:supports
|
multiple classes
|
|
gptkbp:trains
|
gptkb:COCO_dataset
|
|
gptkbp:tutorials
|
available online
|
|
gptkbp:uses
|
convolutional neural networks
|
|
gptkbp:uses_anchor_boxes
|
gptkb:true
|
|
gptkbp:uses_transfer_learning
|
gptkb:true
|
|
gptkbp:bfsParent
|
gptkb:YOLOv3
|
|
gptkbp:bfsLayer
|
6
|