arccPenn State

ARCC_Crack_Dataset

Object Detection

ARCC_Crack_Dataset Image Dataset

v3

HeavyAug_v1

Generated on Feb 27, 2023

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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
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Dataset Split

Train Set 86%
7504Images
Valid Set 14%
1253Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Grayscale: Apply to 25% of images
Saturation: Between -35% and +35%
Brightness: Between -40% and +40%
Mosaic: Applied
Bounding Box: Shear: ±45° Horizontal, ±45° Vertical