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cracks draft 1

Object Detection

cracks draft 1 Image Dataset

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Versions
2023-02-02 8:01pm
v5
Feb 2, 2023
2023-01-01 12:34pm
v4
Jan 1, 2023
2022-12-28 4:02pm
v3
Dec 28, 2022
2022-12-28 3:56pm
v2
Dec 28, 2022
2022-12-23 8:06pm
v1
Dec 23, 2022
v3

2022-12-28 4:02pm

Generated on Dec 28, 2022
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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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1180 Total Images

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Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image

Dataset Split

Train Set 74%
876Images
Valid Set 17%
196Images
Test Set 9%
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%