Dataset Versions

v18

2023-06-22 8:39pm

Generated on Jun 23, 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 91%
3037Images
Valid Set 3%
92Images
Test Set 6%
204Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 480x640

Augmentations

Outputs per training example: 3
Blur: Up to 4px
Bounding Box: Crop: 0% Minimum Zoom, 14% Maximum Zoom
Bounding Box: Brightness: Between -25% and +0%
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 5% of pixels

Similar Projects

See More