Dataset Versions

v1

2022-08-06 7:17pm

Generated on Aug 6, 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 89%
1080Images
Valid Set 6%
67Images
Test Set 6%
69Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 240x220

Augmentations

Outputs per training example: 2
Hue: Between -90° and +90°
Saturation: Between -50% and +50%
Blur: Up to 0.75px
Cutout: 7 boxes with 10% size each