Dataset Versions

v1

2023-12-23 4:01pm

Generated on Dec 23, 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.
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Dataset Split

Train Set 92%
468Images
Valid Set 4%
18Images
Test Set 4%
20Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 800x800

Augmentations

Outputs per training example: 3
Brightness: Between -30% and +30%
Noise: Up to 3% of pixels
Mosaic: Applied