Dataset Versions

v1

2022-10-29 3:31pm

Generated on Oct 29, 2022

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 86%
525Images
Valid Set 5%
32Images
Test Set 9%
53Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 32% Maximum Zoom
Brightness: Between -35% and +35%
Blur: Up to 3px
Noise: Up to 20% of pixels

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