Attain

The third database

Object Detection

The third database Image Dataset

v10

2024-01-17 8:25am

Generated on Jan 17, 2024

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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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Dataset Split

Train Set 88%
626Images
Valid Set 6%
43Images
Test Set 6%
45Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Bounding Box: Flip: Horizontal
Bounding Box: Rotation: Between -15° and +15°
Road-defects
116 images
Asphalt-pavement-failure
169 images
Pavement-distresses
319 images
Pavement-distresses
415 images