Dataset Versions

v2

2023-01-12 4:17pm

Generated on Jan 12, 2023

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 89%
24Images
Valid Set 7%
2Images
Test Set 4%
1Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 800x450

Augmentations

Outputs per training example: 3
Noise: Up to 5% of pixels
Bounding Box: Rotation: Between -2° and +2°

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