Dataset Versions

v3

2023-10-17 12:53am

Generated on Oct 16, 2023

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 86%
2006Images
Valid Set 14%
322Images
Test Set 1%
17Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 864x864
Modify Classes: 3 remapped, 0 dropped

Augmentations

Outputs per training example: 2
Hue: Between -37° and +37°
Blur: Up to 1.75px
Noise: Up to 5% of pixels
Mosaic: Applied
Bounding Box: Blur: Up to 2.5px

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