Dataset Versions

v9

2024-09-23 12:51am

Generated on Sep 23, 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.
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Dataset Split

Train Set 88%
4743Images
Valid Set 8%
409Images
Test Set 4%
217Images

Preprocessing

Isolate Objects: Applied

Augmentations

Outputs per training example: 3
Shear: ±10° Horizontal, ±10° Vertical
Bounding Box: Flip: Horizontal
Bounding Box: Blur: Up to 2.5px

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