Dataset Versions

v7

2023-07-20 10:12am

Generated on Jul 20, 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 88%
1947Images
Valid Set 8%
178Images
Test Set 4%
92Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1024x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Rotation: Between -37° and +37°

Similar Projects

See More
97 images 1 model