jangseunghwan

capstone3

Object Detection

capstone3 Image Dataset

v1

test3

Generated on Nov 25, 2021

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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 88%
105Images
Valid Set 10%
12Images
Test Set 2%
2Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical