Dataset Versions

v8

2024-04-12 11:03pm

Generated on Apr 12, 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 82%
165Images
Valid Set 10%
20Images
Test Set 8%
16Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 520x520
Grayscale: Applied

Augmentations

Outputs per training example: 3
Rotation: Between -14° and +14°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 49% of images
Brightness: Between -15% and +15%
Blur: Up to 0.5px