Dataset Versions
v1
2023-05-19 12:49pm
Generated on May 19, 2023
17311 Total Images
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Dataset Split
Train Set 95%
16387Images
Valid Set 3%
598Images
Test Set 2%
326Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 7
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels
Mosaic: Applied