Dataset Versions

v1

V1

Generated on Jun 9, 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.
Other Formats
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Dataset Split

Train Set 88%
6552Images
Valid Set 8%
624Images
Test Set 4%
312Images

Preprocessing

Resize: Stretch to 320x320

Augmentations

Outputs per training example: 3
Bounding Box: Shear: ±7° Horizontal, ±7° Vertical
Bounding Box: Brightness: Between -5% and +5%
Bounding Box: Blur: Up to 1.25px
Bounding Box: Noise: Up to 3% of pixels

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