Dataset Versions
v2
2024-08-21 11:21am
Generated on Aug 21, 2024
1511 Total Images
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Dataset Split
Train Set 86%
1305Images
Valid Set 7%
107Images
Test Set 7%
99Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Brightness: Between -15% and +15%
Noise: Up to 0.1% of pixels