Dataset Versions

v8

2024-03-23 12:09pm

Generated on Mar 23, 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 81%
2097Images
Valid Set 12%
299Images
Test Set 7%
185Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 300x300
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Blur: Up to 1.5px
Noise: Up to 1.05% of pixels