Dataset Versions

v3

2022-08-11 11:32pm

Generated on Aug 11, 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%
7284Images
Valid Set 8%
694Images
Test Set 4%
346Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-64% Horizontal Region, 25-67% Vertical Region
Resize: Stretch to 2048x1400

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Shear: ±7° Horizontal, ±10° Vertical
Blur: Up to 1.5px
Cutout: 1 boxes with 8% size each

Similar Projects

See More