Dataset Versions

v6

2023-12-02 3:38pm

Generated on Dec 2, 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 90%
1824Images
Valid Set 7%
144Images
Test Set 2%
48Images

Preprocessing

Static Crop: 16-75% Horizontal Region, 6-81% Vertical Region
Tile: 4 rows x 4 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal
Brightness: Between -25% and +25%
Noise: Up to 0% of pixels