Dataset Versions

v18

2024-10-27 11:02pm

Generated on Oct 27, 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%
1761Images
Valid Set 8%
168Images
Test Set 4%
84Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -25° and +25°
Grayscale: Apply to 15% of images
Saturation: Between -20% and +20%
Noise: Up to 0.3% of pixels

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