Dataset Versions

v11

2023-05-22 12:22pm

Generated on May 22, 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 89%
2722Images
Valid Set 6%
174Images
Test Set 5%
152Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 2
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Blur: Up to 1px
Noise: Up to 5% of pixels
Bounding Box: Rotation: Between -10° and +10°
Bounding Box: Brightness: Between -25% and +25%

Similar Projects

See More