Dataset Versions

v1

2023-11-03 2:04pm

Generated on Nov 3, 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 87%
936Images
Valid Set 8%
89Images
Test Set 4%
45Images

Preprocessing

Resize: Stretch to 320x320

Augmentations

Outputs per training example: 3
Rotation: Between -17° and +17°
Exposure: Between -23% and +23%
Blur: Up to 3.25px