Dataset Versions

v7

2024-10-26 1:39pm

Generated on Oct 26, 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 63%
84Images
Valid Set 7%
10Images
Test Set 30%
40Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied

Augmentations

Outputs per training example: 2
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 14% Maximum Zoom
Shear: ±14° Horizontal, ±18° Vertical
Blur: Up to 3.4px
Cutout: 3 boxes with 16% size each

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