Dataset Versions

v17

2024-08-16 12:43pm

Generated on Aug 16, 2024

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 96%
492Images
Valid Set 4%
18Images
Test Set %
0Images

Preprocessing

Static Crop: 10-65% Horizontal Region, 25-89% Vertical Region
Resize: Stretch to 230x180

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 0% Maximum Zoom
Brightness: Between 0% and +5%

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