Dataset Versions

v13

2023-11-22 5:04pm

Generated on Nov 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 96%
1668Images
Valid Set 3%
56Images
Test Set 1%
16Images

Preprocessing

Auto-Orient: Applied
Tile: 2 rows x 2 columns
Modify Classes: 0 remapped, 4 dropped

Augmentations

Outputs per training example: 3
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 10% of pixels