Dataset Versions

v6

2022-10-07 1:43pm

Generated on Oct 7, 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.
Other Formats
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Dataset Split

Train Set 88%
507Images
Valid Set 8%
48Images
Test Set 4%
24Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1200x1200

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Blur: Up to 0.75px
Cutout: 6 boxes with 10% size each

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