Dataset Versions
v3
2024-06-27 1:28am
Generated on Jun 27, 2024
970 Total Images
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Dataset Split
Train Set 80%
780Images
Valid Set 10%
95Images
Test Set 10%
95Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 5
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Brightness: Between -25% and +25%
Exposure: Between -10% and +10%