Dataset Versions

v1

2023-08-27 5:00pm

Generated on Aug 27, 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 88%
705Images
Valid Set 8%
62Images
Test Set 4%
32Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 200x100

Augmentations

Outputs per training example: 3
Grayscale: Apply to 49% of images
Brightness: Between -30% and +30%