Dataset Versions

v5

Last one

Generated on Apr 27, 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 70%
2020Images
Valid Set 20%
579Images
Test Set 10%
290Images

Preprocessing

Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 1
Bounding Box: Brightness: Between -49% and +49%
Bounding Box: Exposure: Between -25% and +25%
Bounding Box: Blur: Up to 2px

Similar Projects

See More