Dataset Versions

v5

2023-01-03 2:16pm

Generated on Jan 3, 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 87%
510Images
Valid Set 8%
46Images
Test Set 5%
31Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 320x320
Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Blur: Up to 10px
Noise: Up to 2% of pixels