Dataset Versions

v13

V.6

Generated on Jan 26, 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.
Other Formats
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Dataset Split

Train Set 96%
75Images
Valid Set 3%
2Images
Test Set 1%
1Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1000x1000
Grayscale: Applied
Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Brightness: Between -30% and +30%
Bounding Box: Rotation: Between -5° and +5°
Bounding Box: Shear: ±10° Horizontal, ±10° Vertical
Bounding Box: Exposure: Between -10% and +10%
Bounding Box: Blur: Up to 2px

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