Dataset Versions

v1

2024-01-21 4:21pm

Generated on Jan 21, 2024

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 82%
4332Images
Valid Set 12%
619Images
Test Set 6%
314Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 256x256

Augmentations

Outputs per training example: 2
Hue: Between -15° and +15°
Saturation: Between -10% and +10%
Noise: Up to 0.5% of pixels

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