YOLOv8

GPTKB entity

Statements (51)
Predicate Object
gptkbp:instanceOf object detection model
gptkbp:developedBy gptkb:Ultralytics
gptkbp:documentation https://docs.ultralytics.com/models/yolov8/
gptkbp:exportedTo gptkb:OpenVINO
gptkb:TensorRT
gptkb:PaddlePaddle
gptkb:CoreML
gptkb:ONNX
gptkb:TF.js
gptkb:TFLite
gptkbp:format gptkb:DVD
gptkb:illustrator
gptkb:photographer
gptkb:stream
gptkbp:hasVariant gptkb:YOLOv8l
gptkb:YOLOv8m
gptkb:YOLOv8n
gptkb:YOLOv8s
gptkb:YOLOv8x
https://www.w3.org/2000/01/rdf-schema#label YOLOv8
gptkbp:language gptkb:Python
gptkbp:license GPL-3.0
gptkbp:memiliki_tugas image classification
image segmentation
object detection
gptkbp:notableFeature modular architecture
multi-task learning
improved speed
improved accuracy
easy deployment
anchor-free design
auto-learning bounding boxes
support for custom datasets
gptkbp:officialWebsite https://ultralytics.com/
gptkbp:openSource true
gptkbp:platform gptkb:PyTorch
gptkbp:predecessor gptkb:YOLOv7
gptkbp:releaseDate 2023-01-10
gptkbp:repository https://github.com/ultralytics/ultralytics
gptkbp:usedFor agriculture
autonomous vehicles
industrial automation
robotics
medical imaging
video analytics
retail analytics
real-time object detection
security surveillance
gptkbp:bfsParent gptkb:PaddleDetection
gptkb:YOLO
gptkbp:bfsLayer 6