Dataset Versions

v3

demine_dataset_1to3

Generated on Jun 6, 2024

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 69%
629Images
Valid Set 21%
193Images
Test Set 10%
90Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 640x640
Tile: 3 rows x 3 columns
Filter Null: Require at least 25% of images to contain annotations.

Augmentations

No augmentations were applied.