Dataset Versions

v16

2024-11-26 6:04pm

Generated on Nov 26, 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.
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Dataset Split

Train Set 85%
1896Images
Valid Set 9%
191Images
Test Set 6%
140Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x480

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -45° and +45°
Brightness: Between -25% and +25%
Blur: Up to 2px
Noise: Up to 1.98% of pixels

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