Dataset Versions

v6

No grayscale

Generated on Oct 10, 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.
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Dataset Split

Train Set 94%
1020Images
Valid Set 6%
68Images
Test Set %
0Images

Preprocessing

Resize: Fit within 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -5° and +5°
Saturation: Between -25% and +25%
Brightness: Between -30% and +30%
Blur: Up to 1px

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