Dataset Versions

v3

2022-10-01 3:05pm

Generated on Oct 1, 2022

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 88%
3621Images
Valid Set 8%
327Images
Test Set 4%
159Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 480x360

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Noise: Up to 2% of pixels
Cutout: 5 boxes with 10% size each

Similar Projects

See More
3.7k images 1 model