Dataset Versions

v2

2023-04-03 1:10pm

Generated on Apr 3, 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 74%
150Images
Valid Set 25%
50Images
Test Set 2%
4Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Grayscale: Apply to 100% of images
Saturation: Between -10% and +10%
Brightness: Between -9% and +9%
Blur: Up to 1.5px
Noise: Up to 3% of pixels