Dataset Versions

v4

1x 70-30

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.
Other Formats
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Dataset Split

Train Set 69%
1462Images
Valid Set 31%
656Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1856x890
Tile: 6 rows x 6 columns
Filter Null: Require at least 99% of images to contain annotations.

Augmentations

Outputs per training example: 1
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -25° and +25°

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