Dataset Versions

v3

2024-08-31 9:51am

Generated on Aug 31, 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 88%
2025Images
Valid Set 8%
192Images
Test Set 4%
96Images

Preprocessing

Resize: Stretch to 640x480

Augmentations

Outputs per training example: 3
Hue: Between -24° and +24°
Saturation: Between -5% and +5%
Brightness: Between -6% and +6%
Exposure: Between -3% and +3%
Blur: Up to 2.4px

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