Predict objects in a single image
Usage
predict_image(
image_path,
model,
use_slicing = TRUE,
slice_size = 512,
overlap = 0.2,
output_dir = NULL,
save_visualizations = TRUE
)Arguments
- image_path
Path to image file
- model
PetrographyModel object from from_pretrained()
- use_slicing
Whether to use SAHI sliced inference (default: TRUE)
- slice_size
Size of slices for SAHI in pixels (default: 512)
- overlap
Overlap ratio between slices (default: 0.2)
- output_dir
Output directory (auto-generated if NULL)
- save_visualizations
Whether to save prediction visualization (default: TRUE)