Dataset Versions

v14

2023-08-19 8:36am

Generated on Aug 19, 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 89%
3366Images
Valid Set 10%
364Images
Test Set 1%
50Images

Preprocessing

Filter Null: Require at least 85% of images to contain annotations.

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 35% Maximum Zoom
Brightness: Between -20% and +20%
Blur: Up to 3px

Similar Projects

See More
1.5k images 1 model