Arturo Ortz Carrillo

batches detection

Object Detection

batches detection Image Dataset

v10

Aug_cutout_rot_shear_200epo

Generated on May 23, 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 88%
2385Images
Valid Set 8%
221Images
Test Set 4%
114Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 800x800

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Cutout: 9 boxes with 24% size each
Bounding Box: Rotation: Between -45° and +45°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical