My Project

Defect Classification

Object Detection

Defect Classification Image Dataset

v9

YOLO - NAS

Generated on May 20, 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 84%
1428Images
Valid Set 10%
166Images
Test Set 6%
100Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Grayscale: Apply to 15% of images
Mosaic: Applied
Bounding Box: Rotation: Between -15° and +15°