Dataset Versions

v11

2024-07-30 6:46pm

Generated on Jul 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
Choose another format.

Dataset Split

Train Set 87%
3609Images
Valid Set 8%
344Images
Test Set 4%
173Images

Preprocessing

Resize: Fit within 416x416
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Saturation: Between -2% and +2%
Brightness: Between 0% and +5%

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