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Visualize the distribution of confidence values for each keypoint

Source: R/check_confidence.R
check_confidence.Rd

This function generates histograms showing the distribution of confidence values for each keypoint in the dataset.

Usage

check_confidence(data)

Arguments

data

A data frame containing at least the columns keypoint and confidence.

Value

A patchwork object combining histograms for each keypoint, visualizing the confidence value distributions.

Details

  • Each keypoint in the dataset is assigned its own histogram, showing the frequency of different confidence values.

  • Confidence values are grouped and visualized using the subplot_confidence function.

  • The combined plots use patchwork for alignment and styling.

Examples

library(dplyr)
#> 
#> Attaching package: ‘dplyr’
#> The following objects are masked from ‘package:stats’:
#> 
#>     filter, lag
#> The following objects are masked from ‘package:base’:
#> 
#>     intersect, setdiff, setequal, union
library(patchwork)
data <- dplyr::tibble(
  keypoint = rep(c("head", "arm", "leg", "torso"), each = 10),
  confidence = runif(40, min = 0, max = 1)
)
# Generate histograms of confidence distributions
check_confidence(data)