Dataset Versions

v8

2023-06-08 11:50pm

Generated on Jun 8, 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 87%
1735Images
Valid Set 8%
163Images
Test Set 4%
89Images

Preprocessing

Resize: Fit within 360x480

Augmentations

Outputs per training example: 3
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Rotation: Between -45° and +45°
Bounding Box: Brightness: Between -3% and +3%
Bounding Box: Exposure: Between -3% and +3%
Bounding Box: Blur: Up to 3px

Similar Projects

See More