Dataset Versions

v4

2023-03-03 9:11pm

Generated on Mar 3, 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
Choose another format.

Dataset Split

Train Set 75%
2290Images
Valid Set 13%
400Images
Test Set 12%
366Images

Preprocessing

Tile: 3 rows x 3 columns
Modify Classes: 0 remapped, 1 dropped
Filter Null: Require at least 66% of images to contain annotations.

Augmentations

Outputs per training example: 3
Bounding Box: Blur: Up to 9.75px

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