Dataset Versions

v7

2022-07-15 9:16am

Generated on Jul 15, 2022

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%
972Images
Valid Set 6%
67Images
Test Set 6%
67Images

Preprocessing

Resize: Stretch to 256x256

Augmentations

Outputs per training example: 3
90° Rotate: Counter-Clockwise, Upside Down
Shear: ±15° Horizontal, ±16° Vertical
Cutout: 3 boxes with 10% size each