Dataset Versions

v3

2023-03-10 4:17am

Generated on Mar 10, 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%
7509Images
Valid Set 8%
698Images
Test Set 4%
357Images

Preprocessing

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

Augmentations

Outputs per training example: 3
Mosaic: Applied

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