Dataset Versions
v3
2024-08-27 1:40pm
Generated on Aug 27, 2024
8880 Total Images
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Dataset Split
Train Set 88%
7770Images
Valid Set 8%
740Images
Test Set 4%
370Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Blur: Up to 2.5px
Noise: Up to 1.72% of pixels
Cutout: 3 boxes with 10% size each