Dataset Versions

v10

2024-10-20 2:25pm

Generated on Oct 20, 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 76%
199Images
Valid Set 16%
43Images
Test Set 8%
20Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 900x900
Modify Classes: 2 remapped, 0 dropped

Augmentations

Outputs per training example: 2
Grayscale: Apply to 25% of images

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