Dataset Versions

v1

2024-06-28 10:01am

Generated on Jun 28, 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%
2004Images
Valid Set 8%
195Images
Test Set 4%
96Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Grayscale: Apply to 15% of images
Hue: Between -19° and +19°
Brightness: Between -24% and +24%
Blur: Up to 3.7px
Noise: Up to 0.1% of pixels