Dataset Versions

v10

2024-09-15 1:07am

Generated on Sep 15, 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 86%
4092Images
Valid Set 10%
491Images
Test Set 4%
192Images

Preprocessing

Modify Classes: 3 remapped, 3 dropped

Augmentations

Outputs per training example: 3
Noise: Up to 6.91% of pixels
Bounding Box: Rotation: Between -20° and +20°
Bounding Box: Shear: ±10° Horizontal, ±10° Vertical
Bounding Box: Blur: Up to 1.8px

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