Dataset Versions

v22

2022-04-20 10:22am

Generated on Apr 20, 2022

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.
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Dataset Split

Train Set 91%
1064Images
Valid Set 9%
107Images
Test Set %
0Images

Preprocessing

Resize: Stretch to 620x418

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Grayscale: Apply to 35% of images
Hue: Between -25° and +25°
Brightness: Between 0% and +18%
Blur: Up to 0.5px

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