Dataset Versions

v3

2023-03-10 5:32pm

Generated on Mar 10, 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 92%
48Images
Valid Set 4%
2Images
Test Set 4%
2Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 4% Maximum Zoom
Rotation: Between -9° and +9°
Shear: ±9° Horizontal, ±9° Vertical
Grayscale: Apply to 30% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%