Dataset Versions
v1
2022-08-22 2:05pm
Generated on Aug 22, 2022
7154 Total Images
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Dataset Split
Train Set 87%
6258Images
Valid Set 8%
597Images
Test Set 4%
299Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Rotation: Between -11° and +11°
Shear: ±10° Horizontal, ±9° Vertical
Blur: Up to 1.75px
Noise: Up to 3% of pixels