Dataset Versions

v2

2023-05-20 2:40pm

Generated on May 20, 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 87%
12269Images
Valid Set 8%
1105Images
Test Set 6%
801Images

Preprocessing

Resize: Stretch to 224x224
Auto-Adjust Contrast: Using Contrast Stretching
Modify Classes: 10 remapped, 0 dropped

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Brightness: Between -20% and +20%

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