Dataset Versions

v1

NoMosaic3

Generated on Nov 24, 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 91%
30Images
Valid Set 6%
2Images
Test Set 3%
1Images

Preprocessing

Resize: Stretch to 360x360

Augmentations

Outputs per training example: 3
Hue: Between -10° and +10°
Saturation: Between -7% and +7%
Brightness: Between -12% and +12%
Exposure: Between -19% and +19%

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