Dataset Versions

v9

2024-12-02 10:10pm

Generated on Dec 3, 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 83%
894Images
Valid Set 9%
99Images
Test Set 8%
88Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (white edges) in 416x416

Augmentations

Outputs per training example: 2
Brightness: Between -10% and +10%
Blur: Up to 1.8px
Noise: Up to 0.77% of pixels

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