Dataset Versions

v1

2024-01-04 1:35pm

Generated on Jan 4, 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 89%
24Images
Valid Set 7%
2Images
Test Set 4%
1Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Hue: Between -22° and +22°
Blur: Up to 7.1px
Cutout: 9 boxes with 20% size each
Bounding Box: Exposure: Between -33% and +33%

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