Dataset Versions

v5

2021-08-11 7:09pm

Generated on Aug 11, 2021

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 93%
5940Images
Valid Set 7%
431Images
Test Set 1%
37Images

Preprocessing

Modify Classes: 0 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Bounding Box: Crop: 0% Minimum Zoom, 34% Maximum Zoom
Bounding Box: Rotation: Between -2° and +2°
Bounding Box: Shear: ±4° Horizontal, ±5° Vertical

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