Dataset Versions

v10

2022-12-23 7:07pm

Generated on Dec 23, 2022

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%
735Images
Valid Set 9%
74Images
Test Set 6%
55Images

Preprocessing

Resize: Fit (black edges) in 720x720

Augmentations

Outputs per training example: 3
Grayscale: Apply to 12% of images
Saturation: Between -25% and +25%
Cutout: 12 boxes with 12% size each

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