Dataset Versions

v16

2023-06-09 12:24am

Generated on Jun 8, 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%
2087Images
Valid Set 9%
207Images
Test Set 4%
103Images

Preprocessing

Isolate Objects: Applied
Resize: Stretch to 360x480

Augmentations

Outputs per training example: 3
Bounding Box: Brightness: Between -3% and +3%
Bounding Box: Exposure: Between -3% and +3%
Bounding Box: Blur: Up to 3px

Similar Projects

See More