Dataset Versions

v1

2023-04-01 3:35pm

Generated on Apr 1, 2023

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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
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Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -25% and +25%
Exposure: Between -25% and +25%

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