LockPin Dataset

v8

2022-10-07 10:52am

Generated on Oct 7, 2022

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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 61%
1218Images
Valid Set 35%
694Images
Test Set 5%
92Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -30° and +30°
Grayscale: Apply to 30% of images
Brightness: Between -53% and +53%
Bounding Box: Shear: ±25° Horizontal, ±25° Vertical

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