Dataset Versions

v40

v12

Generated on Sep 4, 2023

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 88%
1185Images
Valid Set 8%
111Images
Test Set 4%
57Images

Preprocessing

Resize: Fit (white edges) in 1500x1500
Auto-Adjust Contrast: Using Contrast Stretching
Modify Classes: 10 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Noise: Up to 10% of pixels

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783 images