Dataset Versions

v3

2023-10-09 8:48pm

Generated on Oct 9, 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 92%
575Images
Valid Set 8%
47Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -0° and +0°
Saturation: Between -0% and +0%
Brightness: Between -30% and +30%
Blur: Up to 0.25px

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