Dataset Versions

v11

2024-10-08 8:36am

Generated on Oct 8, 2024

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%
2091Images
Valid Set 8%
200Images
Test Set 4%
99Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 800x800

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Hue: Between -15° and +15°
Brightness: Between -15% and +15%
Blur: Up to 0.6px
Noise: Up to 1.64% of pixels
Bounding Box: Noise: Up to 0.1% of pixels