Dataset Versions

v2

resized-100-80

Generated on Sep 5, 2022

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%
381Images
Valid Set 9%
38Images
Test Set 3%
13Images

Preprocessing

Resize: Fit (white edges) in 640x640
Grayscale: Applied
Modify Classes: 8 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Exposure: Between -20% and +20%

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