ZUNE DRONES

base_detection

Object Detection

base_detection Image Dataset

v1

2024-04-05 1:53pm

Generated on Apr 5, 2024

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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 86%
1000Images
Valid Set 9%
100Images
Test Set 6%
66Images

Preprocessing

Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 2
Flip: Horizontal
Rotation: Between -4° and +4°
Shear: ±4° Horizontal, ±0° Vertical
Saturation: Between -6% and +6%
Brightness: Between -18% and +18%
Exposure: Between -10% and +10%
Blur: Up to 2px
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