Jiaqi Tan

cigar-box

Object Detection

cigar-box Image Dataset

v3

2023-11-15 2:42pm

Generated on Nov 15, 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 92%
270Images
Valid Set 5%
16Images
Test Set 2%
6Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 13% Maximum Zoom
Rotation: Between -7° and +7°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -22% and +22%
Brightness: Between -29% and +29%
Exposure: Between -17% and +17%
Cutout: 7 boxes with 6% size each