AzureVision (version 1.0.2)

show_model: Display model iteration details

Description

Display model iteration details

Usage

show_model(model)
show_training_performance(model, threshold = 0.5, overlap = NULL)
# S3 method for customvision_model
summary(object, ...)

Arguments

model, object

A Custom Vision model iteration object.

threshold

For a classification model, the probability threshold to assign an image to a class.

overlap

For an object detection model, the overlap threshold for distinguishing between overlapping objects.

...

Arguments passed to lower-level functions.

Value

For show_model, a list containing the metadata for the model iteration. For show_training_performance and summary.customvision_model, a list of performance diagnostics.

Details

show_model displays the metadata for a model iteration: the name (assigned by default), model training status, publishing details, and so on. show_training_performance displays summary statistics for the model's performance on the training data. The summary method for Custom Vision model objects simply calls show_training_performance.

See Also

train_model

Examples

# NOT RUN {
endp <- customvision_training_endpoint(url="endpoint_url", key="key")
myproj <- get_project(endp, "myproject")
mod <- get_model(myproj)

show_model(mod)

show_training_performance(mod)
summary(mod)

# }