Dataset Versions

v3

2022-07-07 10:27am

Generated on Jul 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%
15Images
Valid Set 6%
1Images
Test Set 6%
1Images

Preprocessing

Resize: Stretch to 1248x1248

Augmentations

Outputs per training example: 3
Flip: Vertical
Rotation: Between -7° and +7°
Grayscale: Apply to 48% of images

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