Dataset Versions

v3

2024-05-13 12:40pm

Generated on May 13, 2024

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 82%
254Images
Valid Set 12%
36Images
Test Set 6%
18Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 450x450
Modify Classes: 0 remapped, 0 dropped
Filter Null: Require at least 33% of images to contain annotations.

Augmentations

Outputs per training example: 2
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Blur: Up to 2.8px