Dataset Versions

v12

2024-05-03 11:54am

Generated on May 3, 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 82%
72Images
Valid Set 11%
10Images
Test Set 7%
6Images

Preprocessing

Resize: Fit within 640x640
Modify Classes: 0 remapped, 9 dropped
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 2
Rotation: Between -6° and +6°

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