Dataset Versions

v15

2024-08-11 8:44am

Generated on Aug 11, 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%
492Images
Valid Set 4%
18Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 680x680
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Brightness: Between -14% and +14%
Exposure: Between -11% and +11%
Noise: Up to 0% of pixels

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