Dataset Versions

v5

2022-03-28 8:18pm

Generated on Mar 28, 2022

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 88%
177Images
Valid Set %
0Images
Test Set 12%
25Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 600x600

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Noise: Up to 2% of pixels

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