Dataset Versions

v2

2022-06-21 11:24pm

Generated on Jun 21, 2022

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 100%
138Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 320x180

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Hue: Between -64° and +64°
Bounding Box: Shear: ±19° Horizontal, ±20° Vertical
Bounding Box: Exposure: Between -25% and +25%

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