Dataset Versions

v2

2022-11-30 10:50am

Generated on Nov 30, 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%
3630Images
Valid Set 9%
367Images
Test Set 3%
133Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Saturation: Between -10% and +10%
Brightness: Between -25% and +25%
Blur: Up to 2px
Noise: Up to 2% of pixels
Mosaic: Applied

Similar Projects

See More