Dataset Versions

v5

2022-04-20 4:39pm

Generated on Apr 20, 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
Choose another format.

Dataset Split

Train Set 85%
488Images
Valid Set 10%
59Images
Test Set 5%
30Images

Preprocessing

Resize: Stretch to 1024x1024
Tile: 2 rows x 1 columns
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down

Similar Projects

See More