Dataset Versions

v7

2024-10-23 3:12pm

Generated on Oct 23, 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 87%
4208Images
Valid Set 8%
408Images
Test Set 4%
199Images

Preprocessing

Resize: Stretch to 1024x1024

Augmentations

Outputs per training example: 3
Rotation: Between -5° and +5°
Bounding Box: Shear: ±10° Horizontal, ±10° Vertical
Bounding Box: Blur: Up to 2px

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