YOLO

GPTKB entity

Statements (161)

Predicate	Object
gptkbp:instance_of	gptkb:dictionary gptkb:cosmic_ray_detector
gptkbp:abbreviation	You Only Live Once
gptkbp:adapted_into	various applications different datasets
gptkbp:applies_to	image processing computer vision real-time object detection
gptkbp:associated_with	gptkb:celebration gptkb:adventure mindfulness courage risk-taking travel adventure sports fun personal freedom new experiences positivity living life to the fullest live in the moment
gptkbp:based_on	single neural network
gptkbp:can_detect	multiple objects small objects
gptkbp:competes_with	gptkb:Faster_R-CNN gptkb:SSD_(Single_Shot_Multi_Box_Detector)
gptkbp:developed_by	gptkb:Joseph_Redmon
gptkbp:first_released	gptkb:2015 gptkb:2016
gptkbp:has_achieved	high accuracy
gptkbp:has_applications_in	gptkb:vehicles gptkb:robotics augmented reality surveillance video analysis
gptkbp:has_impact_on	gptkb:machine_learning deep learning AI development
gptkbp:has_limitations	requires large datasets overlapping objects small object detection
gptkbp:has_variants	gptkb:YOLOv2 gptkb:YOLOv3 gptkb:YOLOv4 gptkb:YOLOv5
gptkbp:has_version	gptkb:YOLOv2 gptkb:YOLOv3 gptkb:YOLOv4 gptkb:YOLOv5 gptkb:YOLOv1 gptkb:YOLOv6 gptkb:YOLOv7
https://www.w3.org/2000/01/rdf-schema#label	YOLO
gptkbp:improves	real-time object detection detection speed
gptkbp:influenced	gptkb:social_movements lifestyle choices digital content youth culture personal branding online challenges
gptkbp:influenced_by	gptkb:R-CNN
gptkbp:input_output	bounding boxes class probabilities
gptkbp:inspired	gptkb:merchandise gptkb:documentaries gptkb:artwork social gatherings networking events
gptkbp:is_a_framework_for	gptkb:Tensor_Flow gptkb:Py_Torch
gptkbp:is_adopted_by	gptkb:developers gptkb:researchers industry professionals
gptkbp:is_based_on	grid system
gptkbp:is_documented_in	gptkb:Git_Hub research papers tutorials online courses
gptkbp:is_evaluated_by	frames per second (FPS) m AP (mean Average Precision) mean average precision (m AP)
gptkbp:is_implemented_in	gptkb:C++ gptkb:Python Darknet framework
gptkbp:is_influenced_by	advancements in hardware real-time processing needs
gptkbp:is_known_for	gptkb:Speed accuracy speed and efficiency accuracy in detection
gptkbp:is_open_source	gptkb:true
gptkbp:is_part_of	AI applications machine learning projects deep learning frameworks
gptkbp:is_popular_in	gptkb:Industry gptkb:scientific_community computer vision community
gptkbp:is_scalable	gptkb:true
gptkbp:is_supported_by	gptkb:Tensor_Flow gptkb:Open_CV gptkb:Py_Torch gptkb:NVIDIA community contributions
gptkbp:is_trained_in	gptkb:Pascal_VOC gptkb:COCO_dataset gptkb:Pascal_VOC_dataset custom datasets
gptkbp:is_used_for	image classification video analysis face detection object tracking
gptkbp:is_used_in	gptkb:vehicles gptkb:robotics augmented reality surveillance systems image classification face detection object tracking video tracking
gptkbp:known_for	single-stage detection
gptkbp:latest_version	gptkb:YOLOv5
gptkbp:origin	gptkb:2011
gptkbp:popularized_by	gptkb:Drake
gptkbp:related_to	gptkb:FOMO gptkb:friendship entrepreneurship personal growth spontaneity youth empowerment self-discovery self-expression self-care celebrity culture self-empowerment cultural phenomena life philosophy hashtag culture
gptkbp:requires	GPU for optimal performance
gptkbp:supports	multiple classes
gptkbp:used_by	influencers
gptkbp:used_in	gptkb:advertising gptkb:music gptkb:sports gptkb:film gptkb:Fashion charity events community events events social media workshops youth programs retreats memes motivational speeches motivational quotes
gptkbp:uses	convolutional neural networks
gptkbp:utilizes	bounding boxes
gptkbp:bfsParent	gptkb:The_Lonely_Island gptkb:Image_Net
gptkbp:bfsLayer	4