Dataset Versions

v5

1280x1280

Generated on Apr 24, 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 99%
2532Images
Valid Set 1%
28Images
Test Set 0%
8Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1280x1280
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 60% Maximum Zoom
Hue: Between -30° and +30°
Cutout: 12 boxes with 10% size each
Mosaic: Applied
Bounding Box: Exposure: Between -25% and +25%