Dataset Versions

v1

2023-02-20 4:10pm

Generated on Feb 20, 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 87%
789Images
Valid Set 8%
75Images
Test Set 4%
39Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 600x600

Augmentations

Outputs per training example: 3
Rotation: Between -5° and +5°
Saturation: Between -26% and +26%
Exposure: Between -7% and +7%
Blur: Up to 3.5px
Noise: Up to 5% of pixels

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