Dataset Versions

v2

2024-10-03 7:55pm

Generated on Oct 3, 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 89%
54Images
Valid Set 8%
5Images
Test Set 3%
2Images

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 1.13% of pixels