Dataset Versions

v6

2024-04-30 11:33am

Generated on Apr 30, 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 94%
4130Images
Valid Set 4%
164Images
Test Set 2%
84Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 900x900

Augmentations

Outputs per training example: 7
Exposure: Between -10% and +10%
Blur: Up to 2px
Noise: Up to 0.14% of pixels