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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()

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.