Dataset Versions

v11

2024-04-21 4:34pm

Generated on Apr 21, 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 81%
1405Images
Valid Set 12%
215Images
Test Set 7%
123Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (white edges) in 2048x900
Auto-Adjust Contrast: Using Adaptive Equalization
Modify Classes: 1 remapped, 2 dropped
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical

Similar Projects

See More