Dataset Versions

v1

2023-02-17 1:51am

Generated on Feb 16, 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 88%
1248Images
Valid Set 8%
117Images
Test Set 4%
61Images

Preprocessing

Resize: Stretch to 1480x1080

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Hue: Between -55° and +55°
Saturation: Between -29% and +29%
Brightness: Between -23% and +23%
Blur: Up to 2px
Mosaic: Applied
Bounding Box: Flip: Horizontal
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical

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