Dataset Versions

v2

2023-11-30 7:28pm

Generated on Nov 30, 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.
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Dataset Split

Train Set 89%
1971Images
Valid Set 7%
148Images
Test Set 4%
96Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 360x360

Augmentations

Outputs per training example: 3
Grayscale: Apply to 50% of images
Noise: Up to 5% of pixels
Bounding Box: Rotation: Between -17° and +17°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical

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