Dataset Versions

v9

2024-01-18 4:10pm

Generated on Jan 18, 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 83%
142Images
Valid Set 12%
20Images
Test Set 5%
9Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 1024x1024
Auto-Adjust Contrast: Using Contrast Stretching
Tile: 1 rows x 1 columns

Augmentations

Outputs per training example: 3
Shear: ±0° Horizontal, ±0° Vertical

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