Dataset Versions

v10

2024-01-31 11:05am

Generated on Jan 31, 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 87%
2454Images
Valid Set 9%
243Images
Test Set 4%
123Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 320x320
Modify Classes: 4 remapped, 0 dropped

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise
Bounding Box: Brightness: Between -12% and +0%

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