Dataset Versions

v9

2024-07-23 8:03am

Generated on Jul 23, 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 77%
438Images
Valid Set 12%
67Images
Test Set 11%
65Images

Preprocessing

Resize: Stretch to 1920x1080

Augmentations

Outputs per training example: 3
Grayscale: Apply to 24% of images
Blur: Up to 3.6px
Noise: Up to 1.88% of pixels
Bounding Box: Noise: Up to 3.31% of pixels

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