Dataset Versions

v17

2024-05-27 11:39am

Generated on May 27, 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 85%
636Images
Valid Set 10%
76Images
Test Set 5%
37Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1440x1440
Grayscale: Applied
Modify Classes: 0 remapped, 11 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Exposure: Between -10% and +10%
Blur: Up to 0.9px
Noise: Up to 1.05% of pixels