Predict objects in multiple images (directory)
Usage
predict_images(
input_dir,
model,
use_slicing = TRUE,
slice_size = 512,
overlap = 0.2,
output_dir = "results/batch",
save_visualizations = TRUE
)Arguments
- input_dir
Directory containing images
- 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 (default: 'results/batch')
- save_visualizations
Whether to save prediction visualizations (default: TRUE)