Dataset Versions

v7

2024-12-01 1:54pm

Generated on Dec 1, 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 87%
1230Images
Valid Set 8%
118Images
Test Set 4%
59Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 640x640
Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Blur: Up to 0.5px
Noise: Up to 1.01% of pixels
Cutout: 10 boxes with 1% size each
Mosaic: Applied

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