Dataset Versions

v15

renamed to note

Generated on Feb 3, 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 89%
438Images
Valid Set 8%
38Images
Test Set 3%
17Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 320x320
Filter Null: Require at least 5% of images to contain annotations.

Augmentations

Outputs per training example: 3
Saturation: Between -25% and +25%
Exposure: Between -15% and +15%
Noise: Up to 0.1% of pixels

Similar Projects

See More