Dataset Versions

v11

2022-05-26 6:28pm

Generated on May 26, 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.
Other Formats
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Dataset Split

Train Set 83%
156Images
Valid Set 11%
21Images
Test Set 6%
11Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x640
Grayscale: Applied
Filter Null: Require at least 92% of images to contain annotations.

Augmentations

Outputs per training example: 2
Brightness: Between 0% and +20%
Exposure: Between -7% and +7%

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