Dataset Versions

v21

601-underrepresented

Generated on Apr 4, 2022

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 86%
516Images
Valid Set 12%
70Images
Test Set 2%
15Images

Preprocessing

Modify Classes: 0 remapped, 13 dropped

Augmentations

Outputs per training example: 2
Bounding Box: Rotation: Between -1° and +1°
Bounding Box: Shear: ±1° Horizontal, ±1° Vertical

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