Dataset Versions

v2

2024-02-11 2:06am

Generated on Feb 10, 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 74%
151Images
Valid Set 16%
32Images
Test Set 10%
21Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 320x320
Grayscale: Applied
Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Grayscale: Apply to 12% of images

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