Dataset Versions

v1

2023-12-26 12:28pm

Generated on Dec 26, 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.
Other Formats
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Dataset Split

Train Set 96%
75Images
Valid Set 3%
2Images
Test Set 1%
1Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 720x720

Augmentations

Outputs per training example: 3
Brightness: Between -23% and +23%
Noise: Up to 5% of pixels