Dataset Versions

v10

2023-05-07 5:38pm

Generated on May 7, 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.
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Dataset Split

Train Set 59%
60Images
Valid Set 23%
23Images
Test Set 19%
19Images

Preprocessing

Isolate Objects: Applied

Augmentations

Outputs per training example: 3
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Rotation: Between -45° and +45°
Bounding Box: Brightness: Between -50% and +50%
Bounding Box: Blur: Up to 1.5px

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