Dataset Versions

v1

2024-07-30 12:47am

Generated on Jul 30, 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 95%
70Images
Valid Set 3%
2Images
Test Set 3%
2Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 7
Flip: Horizontal, Vertical
Grayscale: Apply to 18% of images
Brightness: Between -25% and +25%
Blur: Up to 2.1px