Dataset Versions

v7

2023-03-21 9:55pm

Generated on Mar 21, 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 86%
96Images
Valid Set 11%
12Images
Test Set 4%
4Images

Preprocessing

Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -10° and +10°
Hue: Between -20° and +20°
Saturation: Between -10% and +10%
Exposure: Between -10% and +10%
Blur: Up to 5px

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