Dataset Versions

v18

2023-11-30 9:30pm

Generated on Nov 30, 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 82%
990Images
Valid Set 11%
128Images
Test Set 8%
93Images

Preprocessing

Resize: Stretch to 800x600

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Blur: Up to 2.75px
Bounding Box: Noise: Up to 8% of pixels

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