Dataset Versions

v2

2023-04-02 11:15pm

Generated on Apr 2, 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 91%
1131Images
Valid Set 7%
93Images
Test Set 2%
21Images

Preprocessing

Resize: Stretch to 1280x720

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -5° and +5°
Shear: ±6° Horizontal, ±6° Vertical
Hue: Between -7° and +7°
Saturation: Between -17% and +17%
Brightness: Between -10% and +10%
Exposure: Between -13% and +13%
Cutout: 3 boxes with 6% size each
Mosaic: Applied
Bounding Box: Flip: Horizontal, Vertical

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