304

0827

Object Detection

0827 Image Dataset

v30

2023-09-28 7:44pm

Generated on Sep 28, 2023

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

Train Set 87%
93Images
Valid Set 13%
14Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 1080x1080

Augmentations

Outputs per training example: 3
Rotation: Between -25° and +25°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels