Dataset Versions
v3
2024-10-21 5:02am
Generated on Oct 21, 2024
640 Total Images
View All Images
Dataset Split
Train Set 75%
480Images
Valid Set 5%
32Images
Test Set 20%
128Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels
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