Dataset Versions

v11

2023-10-06 3:25am

Generated on Oct 6, 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.
Other Formats
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Dataset Split

Train Set 90%
9300Images
Valid Set 6%
612Images
Test Set 4%
428Images

Preprocessing

Resize: Fit (reflect edges) in 640x640
Tile: 2 rows x 1 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Mosaic: Applied