Dataset Versions

v5

2023-02-15 1:55pm

Generated on Feb 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 88%
1572Images
Valid Set 8%
146Images
Test Set 4%
75Images

Preprocessing

Auto-Adjust Contrast: Using Contrast Stretching
Grayscale: Applied

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 50% Maximum Zoom
Grayscale: Apply to 100% of images
Hue: Between -180° and +180°
Exposure: Between -39% and +39%
Blur: Up to 10px
Mosaic: Applied

Similar Projects

See More