Neha M V

object detection

Object Detection

object detection Image Dataset

v8

2024-06-12 11:54am

Generated on Jun 12, 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 85%
2685Images
Valid Set 8%
267Images
Test Set 7%
223Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Grayscale: Apply to 10% of images
Blur: Up to 1.9px
Cutout: 4 boxes with 13% size each