Dataset Versions

v14

2023-04-19 11:47am

Generated on Apr 19, 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 94%
2922Images
Valid Set 6%
201Images
Test Set %
0Images

Preprocessing

Resize: Stretch to 224x224
Modify Classes: 9 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Shear: ±13° Horizontal, ±15° Vertical
Brightness: Between -38% and +38%
Bounding Box: Exposure: Between -25% and +25%