Dataset Versions

v5

2022-04-05 10:57pm

Generated on Apr 5, 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 91%
996Images
Valid Set 9%
99Images
Test Set 0%
2Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Rotation: Between -8° and +8°
Saturation: Between -40% and +40%
Brightness: Between -21% and +21%
Noise: Up to 3% of pixels
Cutout: 4 boxes with 5% size each
Bounding Box: Flip: Vertical

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