Dataset Versions

v4

tile-2

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 81%
334Images
Valid Set 12%
51Images
Test Set 7%
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: 2
Rotation: Between -27° and +27°
Grayscale: Apply to 53% of images

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