Dataset Versions

v14

2023-11-16 7:21pm

Generated on Nov 16, 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 84%
14400Images
Valid Set 11%
1840Images
Test Set 5%
920Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 2
Blur: Up to 1px
Mosaic: Applied
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical

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