Dataset Versions

v3

2024-05-18 12:15am

Generated on May 17, 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%
411Images
Valid Set 9%
41Images
Test Set 4%
20Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 2048x1152

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Upside Down
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical