Dataset Versions

v29

2024-08-09 5:19am

Generated on Aug 9, 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.
Other Formats
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Dataset Split

Train Set 88%
1740Images
Valid Set 9%
169Images
Test Set 4%
79Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 240x240

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±12° Horizontal, ±12° Vertical
Blur: Up to 4px
Noise: Up to 1.05% of pixels

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