Dataset Versions

v4

2024-08-12 7:04am

Generated on Aug 12, 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 96%
1848Images
Valid Set 2%
43Images
Test Set 2%
33Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -5° and +5°
Brightness: Between 0% and +6%
Exposure: Between -7% and +7%
Blur: Up to 0.2px
Noise: Up to 0.11% of pixels