Dataset Versions

v7

2023-09-27 11:09am

Generated on Sep 27, 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 85%
2490Images
Valid Set 10%
295Images
Test Set 5%
153Images

Preprocessing

Auto-Adjust Contrast: Using Adaptive Equalization
Modify Classes: 0 remapped, 2 dropped
Filter Null: Require at least 85% of images to contain annotations.

Augmentations

Outputs per training example: 3
Bounding Box: Rotation: Between -45° and +45°
Bounding Box: Exposure: Between -33% and +33%

Similar Projects

See More
160 images 2 models