Dataset Versions

v11

2023-04-07 1:48pm

Generated on Apr 7, 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 73%
6198Images
Valid Set 18%
1553Images
Test Set 9%
778Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1920x1080
Modify Classes: 3 remapped, 0 dropped
Filter Null: Require at least 5% of images to contain annotations.

Augmentations

Outputs per training example: 1
Noise: Up to 3% of pixels

Similar Projects

See More
7.5k images 2 models