Dataset Versions

v12

2024-01-26 6:13pm

Generated on Jan 26, 2024

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 90%
3011Images
Valid Set 8%
269Images
Test Set 2%
52Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 52 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Shear: ±2° Horizontal, ±2° Vertical
Hue: Between -22° and +22°
Brightness: Between -16% and +16%

Similar Projects

See More