Dataset Versions

v4

2024-10-06 12:25pm

Generated on Oct 6, 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 88%
93Images
Valid Set 8%
8Images
Test Set 5%
5Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 720x720
Filter Null: Require at least 30% of images to contain annotations.

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Noise: Up to 0.5% of pixels