Dataset Versions
Versions
YOLOv8s-InstSeg-20m-300epchs-SGD
v19
· a year ago
YOLOv8s-InstSeg-20m-700epchs-SGD
v18
· a year ago
Detectron2-InstSeg-20m-2000MaxIter
v17
· a year ago
YOLOv8m-InstSeg-20m-500epchs-SGD
v16
· a year ago
YOLOv8l-InstSeg-20m-500epchs-SGD
v15
· a year ago
YOLOv5-InstSeg-20m-100epchs-SGD
v13
· a year ago
YOLOv8x-InstSeg-20m-500epchs-SGD
v12
· a year ago
YOLOv7-InstSeg-20m-100epchs-SGD
v11
· a year ago
YOLOv8n-InstSeg-20m-500epchs-SGD
v10
· a year ago
YOLOv8x-InstSeg-20m-100epchs-SGD
v9
· a year ago
YOLOv8l-InstSeg-20m-100epchs-SGD
v8
· a year ago
YOLOv8m-InstSeg-20m-100epchs-SGD
v7
· a year ago
YOLOv8n-InstSeg-20m-100epchs-SGD
v6
· a year ago
YOLOv8s-InstSeg-20m-500epchs-SGD
v4
· a year ago
YOLOv8s-InstSeg-20m-100epchs-SGD-2
v3
· a year ago
YOLOv8s-InstSeg-20m-100epchs-SGD-1
v1
· a year ago
v3
YOLOv8s-InstSeg-20m-100epchs-SGD-2
Generated on Dec 30, 2023
3021 Total Images
View All Images
Dataset Split
Train Set 75%
2270Images
Valid Set 12%
370Images
Test Set 13%
381Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 2
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 1.01% of pixels