Dataset Versions

v10

2023-01-03 10:50pm

Generated on Jan 3, 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 72%
1456Images
Valid Set 15%
298Images
Test Set 14%
279Images

Preprocessing

Resize: Stretch to 608x608

Augmentations

Outputs per training example: 2
Bounding Box: Rotation: Between -45° and +45°
Bounding Box: Shear: ±20° Horizontal, ±20° Vertical

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