Dataset Versions

v3

Tile

Generated on Apr 11, 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%
497Images
Valid Set 9%
51Images
Test Set 5%
29Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 2048x2048
Tile: 5 rows x 5 columns
Modify Classes: 0 remapped, 1 dropped
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Vertical
Rotation: Between -27° and +27°
Grayscale: Apply to 53% of images

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