|
gptkbp:instanceOf
|
object detection model
|
|
gptkbp:architecture
|
gptkb:CNN
anchor-free
|
|
gptkbp:benchmarkDataset
|
gptkb:COCO
|
|
gptkbp:canBe
|
yes
|
|
gptkbp:developedBy
|
gptkb:Ultralytics
|
|
gptkbp:documentation
|
https://docs.ultralytics.com/models/yolov8/
|
|
gptkbp:FLOPs
|
28.6 GFLOPs
|
|
gptkbp:format
|
gptkb:illustrator
class labels
bounding boxes
segmentation masks
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
YOLOv8s
|
|
gptkbp:inferenceSpeed
|
~28ms (V100 GPU)
|
|
gptkbp:license
|
GPL-3.0
|
|
gptkbp:mAP50-95
|
37.3
|
|
gptkbp:memiliki_tugas
|
image classification
image segmentation
object detection
|
|
gptkbp:openSource
|
yes
|
|
gptkbp:optimizedFor
|
speed
accuracy
deployment
|
|
gptkbp:parameter
|
11.2M
|
|
gptkbp:partOf
|
YOLOv8 family
|
|
gptkbp:platform
|
gptkb:PyTorch
|
|
gptkbp:pretrainedWeightsAvailable
|
yes
|
|
gptkbp:releaseDate
|
2023
|
|
gptkbp:repository
|
https://github.com/ultralytics/ultralytics
|
|
gptkbp:resolution
|
640x640
|
|
gptkbp:size
|
small
|
|
gptkbp:successor
|
gptkb:YOLOv7
|
|
gptkbp:supportsONNXExport
|
yes
|
|
gptkbp:supportsTensorRTExport
|
yes
|
|
gptkbp:supportsTorchScriptExport
|
yes
|
|
gptkbp:trainable
|
yes
|
|
gptkbp:usedFor
|
mobile devices
edge devices
real-time detection
|
|
gptkbp:bfsParent
|
gptkb:YOLOv8
|
|
gptkbp:bfsLayer
|
7
|