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Color ball

Object Detection

Color ball Image Dataset

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Versions
2023-10-13 3:36pm
v2
Oct 13, 2023
2023-10-13 10:28am
v1
Oct 13, 2023
v2

2023-10-13 3:36pm

Generated on Oct 13, 2023
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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
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353 Total Images

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Dataset Split

Train Set 88%
309Images
Valid Set 8%
29Images
Test Set 4%
15Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Brightness: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 10% of pixels
Bounding Box: Rotation: Between -15° and +15°