Dataset Versions

v17

2023-04-08 9:23am

Generated on Apr 8, 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%
291Images
Valid Set 8%
25Images
Test Set 4%
14Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x360
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Upside Down
Saturation: Between -50% and +50%
Brightness: Between 0% and +15%
Blur: Up to 1.25px