Dataset Versions

v1

2023-04-25 1:39pm

Generated on Apr 25, 2023

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 75%
1800Images
Valid Set 17%
400Images
Test Set 8%
200Images

Preprocessing

Auto-Orient: Applied
Grayscale: Applied

Augmentations

Outputs per training example: 3
Rotation: Between -2° and +2°
Brightness: Between -9% and +9%
Blur: Up to 1px
Noise: Up to 5% of pixels
Bounding Box: Rotation: Between -2° and +2°

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