Dataset Versions

v2

2022-05-26 5:09pm

Generated on May 26, 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 92%
330Images
Valid Set %
0Images
Test Set 8%
28Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 800x600

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -30% and +30%
Brightness: Between -30% and +30%
Blur: Up to 2.5px
Noise: Up to 2% of pixels

Similar Projects

See More