Dataset Versions

v4

2023-09-08 1:40pm

Generated on Sep 8, 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.
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Dataset Split

Train Set 86%
660Images
Valid Set 9%
72Images
Test Set 5%
38Images

Preprocessing

Auto-Orient: Applied
Modify Classes: 4 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -45° and +45°
Shear: ±30° Horizontal, ±30° Vertical
Blur: Up to 3px
Noise: Up to 5% of pixels

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