Dataset Versions

v6

2022-05-22 12:00pm

Generated on May 22, 2022

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%
2800Images
Valid Set 8%
264Images
Test Set 4%
135Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Shear: ±7° Horizontal, ±7° Vertical
Bounding Box: Flip: Horizontal
Bounding Box: Crop: 0% Minimum Zoom, 40% Maximum Zoom
Bounding Box: Rotation: Between -5° and +5°
Bounding Box: Brightness: Between -10% and +10%

Similar Projects

See More