YOLOv6

GPTKB entity

Statements (57)
Predicate Object
gptkbp:instance_of gptkb:cosmic_ray_detector
gptkbp:application Real-time Object Detection
gptkbp:architecture Single-stage Detector
gptkbp:can_detect gptkb:vehicles
gptkb:animals
gptkb:humans
Objects
gptkbp:developed_by gptkb:Minghao_Chen
gptkbp:evaluates gptkb:Pascal_VOC
gptkb:COCO_Dataset
gptkbp:features High Accuracy
Improved Speed
gptkbp:has_variants gptkb:YOLOv6l
gptkb:YOLOv6m
gptkb:YOLOv6s
gptkb:YOLOv6x
https://www.w3.org/2000/01/rdf-schema#label YOLOv6
gptkbp:input_output 640x640
gptkbp:is_a_framework_for gptkb:Py_Torch
gptkbp:is_based_on YOLO Architecture
gptkbp:is_compatible_with gptkb:Open_VINO
gptkb:Tensor_RT
gptkbp:is_documented_in gptkb:Tutorials
Online Courses
Research Papers
Technical Blogs
gptkbp:is_optimized_for Real-time Applications
gptkbp:is_part_of YOLO Family
gptkbp:is_supported_by Community Contributions
gptkbp:is_trained_in Custom Datasets
gptkbp:is_used_in gptkb:Augmented_Reality
gptkb:Autonomous_Vehicles
gptkb:robotics
Surveillance Systems
gptkbp:language gptkb:Python
gptkbp:license gptkb:Open_Source
gptkbp:performance gptkb:Faster_R-CNN
gptkb:YOLOv5
gptkb:SSD
gptkb:Retina_Net
m AP (mean Average Precision)
Other Object Detectors
gptkbp:predecessor gptkb:YOLOv5
gptkbp:release_date gptkb:2022
gptkbp:repository gptkb:Git_Hub
gptkbp:successor gptkb:YOLOv5
gptkbp:supports gptkb:NVIDIA_GPUs
gptkb:TPUs
Multi-class Detection
gptkbp:uses gptkb:Feature_Pyramid_Networks
gptkb:stage_adaptation
gptkb:Deep_Learning
Data Augmentation
Anchor Boxes
gptkbp:written_in gptkb:Python
gptkbp:bfsParent gptkb:YOLO
gptkbp:bfsLayer 5