Dataset Versions

v6

2024-05-22 5:47pm

Generated on May 22, 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 93%
1890Images
Valid Set 7%
153Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Grayscale: Applied
Tile: 3 rows x 3 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -7° and +7°
Brightness: Between -13% and +13%
Blur: Up to 1.4px

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