Dataset Versions

v5

2023-01-31 11:17am

Generated on Jan 31, 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 90%
273Images
Valid Set 7%
21Images
Test Set 3%
9Images

Preprocessing

Resize: Stretch to 240x240

Augmentations

Outputs per training example: 3
Crop: 4% Minimum Zoom, 49% Maximum Zoom
Rotation: Between -15° and +15°
Cutout: 7 boxes with 10% size each

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