BPDPKSUNRISAWIT Dataset

v2

2024-10-15 2:35pm

Generated on Oct 15, 2024

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

Train Set 97%
34488Images
Valid Set 1%
480Images
Test Set 1%
480Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -25% and +25%
Noise: Up to 0.1% of pixels
Bounding Box: Flip: Horizontal
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 0.1% of pixels