Weed11-12dez22-6fev23-20m #2 Image Dataset
Versions
YOLOv8s-InstSeg-20m-300epchs-SGD
v19
Jan 10, 2024
YOLOv8s-InstSeg-20m-700epchs-SGD
v18
Jan 9, 2024
Detectron2-InstSeg-20m-2000MaxIter
v17
Jan 7, 2024
YOLOv8m-InstSeg-20m-500epchs-SGD
v16
Jan 4, 2024
YOLOv8l-InstSeg-20m-500epchs-SGD
v15
Jan 4, 2024
YOLOv5-InstSeg-20m-100epchs-SGD
v13
Jan 3, 2024
YOLOv8x-InstSeg-20m-500epchs-SGD
v12
Jan 3, 2024
YOLOv7-InstSeg-20m-100epchs-SGD
v11
Jan 2, 2024
YOLOv8n-InstSeg-20m-500epchs-SGD
v10
Jan 1, 2024
YOLOv8x-InstSeg-20m-100epchs-SGD
v9
Jan 1, 2024
YOLOv8l-InstSeg-20m-100epchs-SGD
v8
Dec 31, 2023
YOLOv8m-InstSeg-20m-100epchs-SGD
v7
Dec 31, 2023
YOLOv8n-InstSeg-20m-100epchs-SGD
v6
Dec 31, 2023
YOLOv8s-InstSeg-20m-500epchs-SGD
v4
Dec 30, 2023
YOLOv8s-InstSeg-20m-100epchs-SGD-2
v3
Dec 30, 2023
YOLOv8s-InstSeg-20m-100epchs-SGD-1
v1
Dec 30, 2023
v19
YOLOv8s-InstSeg-20m-300epchs-SGD
Generated on Jan 10, 2024
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
Similar Projects
Weed-4BE8-GUff
1886 images
Weed-4BE8
1886 images
Wheat-Plants
262 images
citrus-others-tree
134 images
Crop
522 images