crack DL hy Dataset

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2023-03-07 9:10pm
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a year ago
2023-03-06 5:35pm
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2023-03-06 4:19pm
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v3

2023-03-07 9:10pm

Generated on Mar 7, 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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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1867 Total Images

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Dataset Split

Train Set 100%
1867Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Resize: Stretch to 600x600
Auto-Adjust Contrast: Using Histogram Equalization
Modify Classes: 4 remapped, 0 dropped
Filter Null: Require at least 60% of images to contain annotations.

Augmentations

Outputs per training example: 1
Brightness: Between -8% and +8%