Dataset Versions

v5

2023-01-15 4:06pm

Generated on Jan 15, 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 91%
42Images
Valid Set 7%
3Images
Test Set 2%
1Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Rotation: Between -8° and +8°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 22% of images
Exposure: Between -6% and +6%
Blur: Up to 0.75px