Senior Design Labeling

blueTangMM02

Object Detection

blueTangMM02 Image Dataset

v1

2023-02-10 10:53pm

Generated on Feb 11, 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%
105Images
Valid Set 8%
10Images
Test Set 5%
6Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -45° and +45°
Cutout: 10 boxes with 10% size each
Mosaic: Applied
Bounding Box: Rotation: Between -45° and +45°
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