Dataset Versions

v3

2024-04-17 11:41am

Generated on Apr 17, 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.
Other Formats
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Dataset Split

Train Set 88%
429Images
Valid Set 8%
39Images
Test Set 4%
20Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (white edges) in 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Brightness: Between -15% and +15%
Blur: Up to 1.5px
Noise: Up to 0.22% of pixels