Dataset Versions

v4

2024-01-04 11:04am

Generated on Jan 4, 2024

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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
Dynamic Crop: Class: bd
Resize: Stretch to 640x640
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Exposure: Between -14% and +14%
Blur: Up to 2.5px
Noise: Up to 4.58% of pixels

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