Dataset Versions

v24

2023-12-16 8:19am

Generated on Dec 16, 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 94%
8217Images
Valid Set 4%
341Images
Test Set 2%
170Images

Preprocessing

Modify Classes: 5 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -3° and +3°
Shear: ±3° Horizontal, ±3° Vertical
Brightness: Between -25% and +25%
Exposure: Between -30% and +30%
Blur: Up to 1.5px
Noise: Up to 2% of pixels

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