Dataset Versions

v2

2022-12-12 2:37pm

Generated on Dec 12, 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 92%
6459Images
Valid Set 8%
564Images
Test Set %
0Images

Preprocessing

Resize: Stretch to 320x320

Augmentations

Outputs per training example: 3
Hue: Between -10° and +10°
Saturation: Between -6% and +6%
Brightness: Between -4% and +4%
Exposure: Between -10% and +10%
Blur: Up to 3px