Dataset Versions

v9

2023-10-25 9:19am

Generated on Oct 25, 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.
Other Formats
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Dataset Split

Train Set 88%
1074Images
Valid Set 8%
102Images
Test Set 4%
50Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1440x1080

Augmentations

Outputs per training example: 3
Brightness: Between 0% and +30%
Blur: Up to 0.5px
Noise: Up to 2% of pixels
Cutout: 8 boxes with 3% size each