Dataset Versions
Versions
raw-images
v7
· 2 years ago
test
v6
· 2 years ago
AdaptEqualize_5images_augmented15x_StrechTo416
v5
· 2 years ago
HistEqualize_5images_augmented15x_StrechTo416
v4
· 2 years ago
ContrastStretch_5images_augmented15x_StrechTo416
v3
· 2 years ago
test1_5images_augmented15x_FitWithin416
v2
· 2 years ago
test1_5images_augmented15x_StrechTo416
v1
· 2 years ago
v6
test
Generated on Nov 17, 2022
47 Total Images
View All Images
Dataset Split
Train Set 96%
45Images
Valid Set 2%
1Images
Test Set 2%
1Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 512x512
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 15
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -10° and +10°
Shear: ±3° Horizontal, ±3° Vertical
Grayscale: Apply to 5% of images
Hue: Between -20° and +20°
Saturation: Between -20% and +20%
Brightness: Between -20% and +20%
Exposure: Between -20% and +20%
Blur: Up to 0.5px
Cutout: 5 boxes with 3% size each