Dataset Versions

v5

2024-09-06 7:03am

Generated on Sep 6, 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 90%
2247Images
Valid Set 6%
147Images
Test Set 4%
99Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Shear: ±11° Horizontal, ±7° Vertical
Saturation: Between -30% and +30%
Noise: Up to 0.54% of pixels

Similar Projects

See More