Dataset Versions

v15

2023-06-30 8:42am

Generated on Jun 30, 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 86%
5808Images
Valid Set 9%
623Images
Test Set 4%
284Images

Preprocessing

Isolate Objects: Applied
Auto-Adjust Contrast: Using Contrast Stretching
Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 2
Saturation: Between -26% and +26%
Exposure: Between -21% and +21%
Blur: Up to 1px
Bounding Box: Crop: 20% Minimum Zoom, 60% Maximum Zoom

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