Dataset Versions

v2

2024-07-30 6:41am

Generated on Jul 30, 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 87%
1821Images
Valid Set 8%
175Images
Test Set 4%
87Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1280x720

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Saturation: Between -20% and +20%
Blur: Up to 1.4px
Noise: Up to 0.1% of pixels

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