Dataset Versions

v13

2024-02-11 2:38pm

Generated on Feb 11, 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 95%
2127Images
Valid Set 5%
106Images
Test Set 0%
4Images

Preprocessing

Auto-Orient: Applied
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal
Shear: ±2° Horizontal, ±2° Vertical
Blur: Up to 0.7px
Noise: Up to 0.75% of pixels

Similar Projects

See More
117 images 2 models