Dataset Versions

v15

A6000-v2

Generated on Dec 19, 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 94%
9548Images
Valid Set 4%
388Images
Test Set 2%
195Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 7
Grayscale: Apply to 15% of images
Exposure: Between -12% and +12%
Noise: Up to 1.92% of pixels

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