Dataset Versions

v24

v1

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 80%
681Images
Valid Set 13%
111Images
Test Set 7%
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
Flip: Horizontal

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783 images