Dataset Versions

v9

Only_Bridges_Rotate_Brightness_Mosaic_NoValid

Generated on Oct 19, 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.
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Dataset Split

Train Set 98%
2583Images
Valid Set %
0Images
Test Set 2%
62Images

Preprocessing

Resize: Stretch to 1280x1280
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Brightness: Between -18% and +18%
Mosaic: Applied