Dataset Versions

v7

2024-08-05 1:56am

Generated on Aug 5, 2024

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%
2511Images
Valid Set 8%
218Images
Test Set 4%
107Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Shear: ±10° Horizontal, ±10° Vertical
Blur: Up to 2.5px
Mosaic: Applied
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Blur: Up to 2.5px

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