Dataset Versions

v4

2024-06-19 9:36am

Generated on Jun 19, 2024

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%
3617Images
Valid Set 8%
347Images
Test Set 4%
174Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 740x740

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Brightness: Between -15% and +15%
Blur: Up to 1.2px