Dataset Versions

v24

2023-04-10 5:57am

Generated on Apr 10, 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 92%
903Images
Valid Set 5%
50Images
Test Set 3%
30Images

Preprocessing

Resize: Fit within 640x640

Augmentations

Outputs per training example: 3
Crop: 20% Minimum Zoom, 49% Maximum Zoom
Shear: ±33° Horizontal, ±22° Vertical
Hue: Between -25° and +25°
Saturation: Between -50% and +50%
Blur: Up to 5px
Bounding Box: Exposure: Between -22% and +22%
Bounding Box: Blur: Up to 4.5px

Similar Projects

See More