Dataset Versions

v12

2022-08-17 5:28am

Generated on Aug 16, 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 86%
351Images
Valid Set 8%
33Images
Test Set 5%
22Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 208x208
Grayscale: Applied

Augmentations

Outputs per training example: 3
Noise: Up to 3% of pixels
Bounding Box: Rotation: Between -5° and +5°
Bounding Box: Brightness: Between -28% and +28%
Bounding Box: Blur: Up to 5px

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