Dataset Versions

v12

2023-10-01 12:58pm

Generated on Oct 1, 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 71%
1194Images
Valid Set 15%
249Images
Test Set 14%
244Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -30° and +30°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -10% and +10%
Brightness: Between -5% and +5%
Mosaic: Applied
Bounding Box: Flip: Horizontal, Vertical

Similar Projects

See More
332 images 1 model