Dataset Versions
v2
2024-08-20 2:01am
Generated on Aug 20, 2024
1943 Total Images
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Dataset Split
Train Set 93%
1800Images
Valid Set 7%
143Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Static Crop: 0-100% Horizontal Region, 0-89% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -33% and +33%
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 1.01% of pixels