hutchinson

not conforme

Object Detection

not conforme Image Dataset

v3

2024-04-15 12:18pm

Generated on Apr 15, 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 90%
131Images
Valid Set %
0Images
Test Set 10%
14Images

Preprocessing

Auto-Orient: Applied
Static Crop: 0-100% Horizontal Region, 0-100% Vertical Region
Resize: Stretch to 182x174
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Bounding Box: Shear: ±40° Horizontal, ±45° Vertical
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Exposure: Between -99% and +99%
Bounding Box: Blur: Up to 25px