Dataset Versions

v8

2022-07-17 1:55pm

Generated on Jul 17, 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%
218Images
Valid Set 9%
22Images
Test Set 6%
14Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Tile: 1 rows x 2 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise

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