Dataset Versions
v4
2024-08-20 3:21am
Generated on Aug 20, 2024
2246 Total Images
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Dataset Split
Train Set 98%
2202Images
Valid Set 2%
37Images
Test Set 0%
7Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -8° and +8°
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Noise: Up to 0.93% of pixels