Dataset Versions

v9

2023-06-28 2:31pm

Generated on Jun 28, 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.
Other Formats
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Dataset Split

Train Set 86%
942Images
Valid Set 8%
87Images
Test Set 6%
70Images

Preprocessing

Isolate Objects: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Cutout: 5 boxes with 5% size each
Mosaic: Applied
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Blur: Up to 1.75px
Bounding Box: Noise: Up to 1% of pixels