Dataset Versions

v12

2021-11-23 3:42pm

Generated on Nov 23, 2021

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 85%
675Images
Valid Set 11%
85Images
Test Set 5%
37Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 256x256

Augmentations

Outputs per training example: 3
Bounding Box: Brightness: Between -30% and +30%
Bounding Box: Blur: Up to 3px
Bounding Box: Noise: Up to 6% of pixels

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