Dataset Versions

v4

2024-08-20 9:37am

Generated on Aug 20, 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.
Other Formats
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Dataset Split

Train Set 99%
290Images
Valid Set 0%
1Images
Test Set 0%
1Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 320x320

Augmentations

Outputs per training example: 5
Saturation: Between -9% and +9%
Brightness: Between -9% and +9%
Exposure: Between -4% and +4%
Blur: Up to 0.6px
Noise: Up to 0.1% of pixels

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