Dataset Versions

v4

2024-01-06 12:07am

Generated on Jan 5, 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 96%
960Images
Valid Set 4%
35Images
Test Set 1%
5Images

Preprocessing

Resize: Fit (white edges) in 800x800
Modify Classes: 0 remapped, 4 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -1° and +1°
Shear: ±1° Horizontal, ±1° Vertical
Blur: Up to 0.5px
Noise: Up to 0.1% of pixels

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