IndustrialAutomation

Dice_Values_1

Object Detection

Dice_Values_1 Image Dataset

v5

2024-01-26 4:51pm

Generated on Jan 26, 2024

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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 82%
1239Images
Valid Set 9%
131Images
Test Set 9%
136Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 6 remapped, 6 dropped

Augmentations

Outputs per training example: 3
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Exposure: Between -15% and +15%
Noise: Up to 1.56% of pixels