Dataset Versions

v12

2024-01-23 6:38pm

Generated on Jan 23, 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.
Other Formats
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Dataset Split

Train Set 88%
1824Images
Valid Set 8%
168Images
Test Set 4%
80Images

Preprocessing

Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Flip: Vertical
Crop: 0% Minimum Zoom, 5% Maximum Zoom
Blur: Up to 0.3px

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