Dataset Versions

v2

2024-04-30 4:03am

Generated on Apr 29, 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 88%
1212Images
Valid Set 8%
116Images
Test Set 4%
56Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (reflect edges) in 640x640
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Noise: Up to 1.01% of pixels
Cutout: 8 boxes with 5% size each

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