SmartRoof

Roof Damage

Object Detection

Roof Damage Image Dataset

v5

2023-05-12 2:08am

Generated on May 12, 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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Dataset Split

Train Set 64%
80Images
Valid Set 20%
25Images
Test Set 16%
20Images

Preprocessing

Auto-Orient: Applied
Tile: 2 rows x 2 columns
Filter Null: Require all images to contain annotations.

Augmentations

No augmentations were applied.
I-labeled-hail-damages-in-pics
150 images
I-labeled-hail-damages-in-pics
200 images