Dataset Versions

v3

TEst_3

Generated on Sep 16, 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 94%
1497Images
Valid Set 6%
101Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 1500x844

Augmentations

Outputs per training example: 3
90° Rotate: Upside Down
Saturation: Between -6% and +6%
Brightness: Between -2% and +2%
Noise: Up to 0.02% of pixels