Dataset Versions

v4

2024-06-11 10:17am

Generated on Jun 11, 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 79%
15Images
Valid Set 11%
2Images
Test Set 11%
2Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Rotation: Between -11° and +11°
Grayscale: Apply to 25% of images
Brightness: Between -26% and +26%
Exposure: Between -10% and +10%
Blur: Up to 2.7px
Noise: Up to 0.1% of pixels

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