Dataset Versions
v3
2024-10-17 7:03am
Generated on Oct 17, 2024
1463 Total Images
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Dataset Split
Train Set 88%
1292Images
Valid Set 7%
98Images
Test Set 5%
73Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Resize: Fit within 640x640
Augmentations
Outputs per training example: 2
Rotation: Between -15° and +15°
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 1.49% of pixels
Cutout: 5 boxes with 10% size each