ML Image Classification Evaluation
Authors: Eric Newkirk
Abstract: A shiny app for evaluating performance of machine learning models in classifying images of wildlife. The example compares the results from classifying ~250k photos using a popular, pre-trained machine learning algorithm with the IDs established by human observers. Species in the example data have been anonymized, as results of the study are unpublished.
Full Description:
Available on github
Table Type: interactive-Shiny
Submission Type: Single Table Example
Table:
Repo: GitHub - ericnewkirk/ml_evaluation_table: A simple shiny app for evaluating performance of machine learning models in classifying images of wildlife
RStudio Cloud:
DT package used: false
gt package used: false
reactable package used: true
flextable package used: false
huxtable package used: false
kableExtra package used: false
Other packages: