Dataset Versions

v106

2022-11-08 12:14am

Generated on Nov 7, 2022

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 90%
378Images
Valid Set 9%
37Images
Test Set 1%
4Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Rotation: Between -10° and +10°
Grayscale: Apply to 40% of images
Brightness: Between -20% and +20%
Blur: Up to 3px
Noise: Up to 10% of pixels

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