Dataset Versions

v9

2022-03-01 12:56am

Generated on Feb 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 89%
3384Images
Valid Set 3%
120Images
Test Set 8%
300Images

Preprocessing

Resize: Stretch to 300x300

Augmentations

Outputs per training example: 3
Flip: Horizontal
Brightness: Between -20% and +20%
Noise: Up to 2% of pixels