JENGA SCHOOL IMPACT PROJECT - DETECTION OF CONCRETE DEFECTS

Object Detection

Dataset Versions

v2

2023-07-20 10:03am

Generated on Jul 20, 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 77%
2659Images
Valid Set 21%
728Images
Test Set 2%
83Images

Preprocessing

Resize: Stretch to 640x640
Filter Null: Require all images to contain annotations.

Augmentations

No augmentations were applied.

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