Dataset Versions

v3

2023-05-31 3:41am

Generated on May 30, 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 89%
20474Images
Valid Set 7%
1538Images
Test Set 4%
964Images

Preprocessing

Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Rotation: Between -27° and +27°
Bounding Box: Shear: ±15° Horizontal, ±17° Vertical