as

cracks draft 1

Object Detection

cracks draft 1 Image Dataset

v4

2023-01-01 12:34pm

Generated on Jan 1, 2023

Popular Download Formats

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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 93%
4246Images
Valid Set 4%
196Images
Test Set 2%
108Images

Preprocessing

Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Bounding Box: Brightness: Between -30% and +30%