Dataset Versions

v11

2024-05-25 8:52pm

Generated on May 25, 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 91%
1797Images
Valid Set 6%
112Images
Test Set 3%
66Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 2000x1200
Modify Classes: 0 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -23° and +23°
Grayscale: Apply to 28% of images
Blur: Up to 3px
Cutout: 1 boxes with 7% size each
Bounding Box: Flip: Horizontal
Bounding Box: Rotation: Between -15° and +15°

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