Dataset Versions

v9

2023-05-04 5:43pm

Generated on May 5, 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 87%
4772Images
Valid Set 8%
456Images
Test Set 4%
229Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 700x400
Auto-Adjust Contrast: Using Adaptive Equalization
Filter Null: Do not filter any null images.

Augmentations

Outputs per training example: 3
Saturation: Between -25% and +25%
Brightness: Between -30% and +30%

Similar Projects

See More
916 images 2 models