Dataset Versions

v8

2022-12-27 9:43pm

Generated on Dec 28, 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 87%
1022Images
Valid Set 8%
98Images
Test Set 4%
52Images

Preprocessing

Modify Classes: 30 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -22° and +22°
Grayscale: Apply to 25% of images

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