Rice_Leaf_Disease_Segmentation Image Dataset
Versions
2024-02-21 9:33am
v20
· 4 months ago
2024-02-21 9:32am
v19
· 4 months ago
2024-02-21 9:31am
v18
· 4 months ago
2024-02-21 9:31am
v17
· 4 months ago
2024-02-21 9:30am
v16
· 4 months ago
2024-02-21 9:29am
v15
· 4 months ago
2024-02-21 9:29am
v14
· 4 months ago
2024-02-13 5:20pm
v13
· 5 months ago
2024-02-07 6:12pm
v12
· 5 months ago
2024-02-07 6:10pm
v11
· 5 months ago
2024-02-07 6:09pm
v10
· 5 months ago
2024-02-07 6:04pm
v9
· 5 months ago
2024-02-06 3:14pm
v8
· 5 months ago
2024-02-06 3:11pm
v7
· 5 months ago
2024-02-06 3:10pm
v6
· 5 months ago
2024-02-06 10:11am
v5
· 5 months ago
2024-02-06 10:07am
v4
· 5 months ago
2024-02-05 4:39pm
v3
· 5 months ago
2024-01-30 6:42pm
v2
· 5 months ago
2024-01-29 8:15pm
v1
· 5 months ago
v20
2024-02-21 9:33am
Generated on Feb 21, 2024
717 Total Images
View All Images
Dataset Split
Train Set 87%
627Images
Valid Set 10%
69Images
Test Set 3%
21Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 7% Maximum Zoom
Rotation: Between -10° and +10°
Shear: ±13° Horizontal, ±10° Vertical
Grayscale: Apply to 23% of images
Hue: Between -25° and +25°
Saturation: Between -28% and +28%
Brightness: Between -22% and +22%
Exposure: Between -13% and +13%
Blur: Up to 1.3px
Noise: Up to 1.45% of pixels
Bounding Box: Brightness: Between -12% and +12%
Bounding Box: Exposure: Between -12% and +12%
Similar Projects
leaf
138 images
leaf-disease
600 images
images
3787 images
Rice-Leaf-Disease
5529 images
h
120 images