Dataset Versions

v10

2024-06-19 4:13am

Generated on Jun 19, 2024

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%
345Images
Valid Set 8%
32Images
Test Set 4%
16Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 1024x1024
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 15% Maximum Zoom
Grayscale: Apply to 10% of images
Hue: Between -24° and +24°
Brightness: Between -15% and +15%
Noise: Up to 0.78% of pixels

Similar Projects

See More
26 images 1 model
322 images 1 model