Dataset Versions

v12

2024-09-13 11:08pm

Generated on Sep 13, 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 89%
560Images
Valid Set 7%
45Images
Test Set 4%
22Images

Preprocessing

Filter by Tag: 0 required, 3 dropped

Augmentations

Outputs per training example: 2
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -10° and +10°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 12% of images
Saturation: Between -26% and +26%
Noise: Up to 0.1% of pixels
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom

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