Object detection

vw ID 3 and ID 4 Detection

Object Detection

vw ID 3 and ID 4 Detection Image Dataset

v3

more aug to check cf result- not good score

Generated on Aug 11, 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 86%
177Images
Valid Set 12%
25Images
Test Set 1%
3Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 2 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -9° and +9°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Blur: Up to 1px
Noise: Up to 3% of pixels
Cutout: 3 boxes with 25% size each