Dataset Versions

v4

2023-05-31 5:10pm

Generated on May 31, 2023

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 90%
1366Images
Valid Set 10%
150Images
Test Set %
0Images

Preprocessing

Filter Null: Require at least 75% of images to contain annotations.

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Hue: Between -100° and +100°
Brightness: Between -15% and +15%
Blur: Up to 1.25px

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