Dataset Versions

v4

2024-10-13 10:14am

Generated on Oct 13, 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 90%
22320Images
Valid Set 7%
1766Images
Test Set 2%
594Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1200x720
Modify Classes: 10 remapped, 2 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Blur: Up to 10px
Noise: Up to 10% of pixels

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