Dataset Versions

v1

2023-11-14 5:21pm

Generated on Nov 14, 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 90%
141Images
Valid Set 8%
13Images
Test Set 2%
3Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 1280x720
Modify Classes: 0 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Saturation: Between -30% and +30%
Brightness: Between -35% and +35%
Exposure: Between -20% and +20%
Blur: Up to 3px
Noise: Up to 10% of pixels