Dataset Versions

v3

2023-04-18 2:24pm

Generated on Apr 18, 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 85%
273Images
Valid Set 13%
42Images
Test Set 2%
5Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Grayscale: Apply to 100% of images
Brightness: Between -10% and +10%
Exposure: Between -15% and +15%
Blur: Up to 1.5px
Noise: Up to 3% of pixels