augument-4 Dataset
v2
2023-06-16 8:37pm
Generated on Jun 16, 2023
12000 Total Images
View All Images
Dataset Split
Train Set 88%
10500Images
Valid Set 8%
1000Images
Test Set 4%
500Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 224x224
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Hue: Between -9° and +9°
Saturation: Between -40% and +40%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 3px
Noise: Up to 5% of pixels
Cutout: 4 boxes with 10% size each
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