Dataset Versions

v3

2022-10-19 12:56pm

Generated on Oct 19, 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 81%
1800Images
Valid Set 13%
278Images
Test Set 6%
133Images

Preprocessing

Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Hue: Between -10° and +10°
Cutout: 3 boxes with 10% size each

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