Dataset Versions
Versions
v1
2024-10-22 6:30pm
Generated on Oct 22, 2024
19938 Total Images
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Dataset Split
Train Set 87%
17445Images
Valid Set 8%
1662Images
Test Set 4%
831Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Grayscale: Apply to 15% of images
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Noise: Up to 0.1% of pixels
Mosaic: Applied
Bounding Box: Flip: Horizontal
Bounding Box: Rotation: Between -15° and +15°