getting-started • kuzco

library(kuzco)

a typical workflow for a single image

define a path to an image

we have an image within kuzco to get started. But feel free to substitute this image with any image of your choice.

my_image <- file.path(system.file(package = "kuzco", "img/test_img.jpg"))

view the input image

to make things easy, there is a new function in kuzco to see an image, view_image.

my_image |>
  view_image()

apply computer vision

decide on an llm_image_* function to call:
- llm_image_alt_text
- llm_image_classification
- llm_image_extract_text
- llm_image_recognition
- llm_image_sentiment
- llm_image_custom

 llm_results <- 
   my_image |>
    llm_image_classification(llm_model = "qwen2.5vl")

view the output results

easily view the results from kuzco:

llm_results |>
  view_llm_results() |>

computer vision app

in addtion, kuzco has a shiny app implementation within the package. the entire workflow above can be ran within a GUI like so:

kuzco_app()