Dataset Versions

v1

2024-08-11 4:42pm

Generated on Aug 11, 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.
Other Formats
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Dataset Split

Train Set 77%
662Images
Valid Set 20%
172Images
Test Set 3%
28Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 2048x2048
Tile: 10 rows x 10 columns
Filter Null: Require at least 50% of images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical