Dataset Versions

v3

2023-05-31 8:58pm

Generated on Jun 1, 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 100%
30Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 512x512

Augmentations

Outputs per training example: 3
Rotation: Between -45° and +45°
Shear: ±22° Horizontal, ±22° Vertical
Brightness: Between -50% and +50%
Exposure: Between -50% and +50%
Blur: Up to 12.5px

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