Dataset Versions

v9

2023-09-05 10:26am

Generated on Sep 5, 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 93%
990Images
Valid Set 7%
80Images
Test Set %
0Images

Preprocessing

Resize: Fit (black edges) in 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
Brightness: Between -10% and +10%
Exposure: Between -10% and +10%
Blur: Up to 1px

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