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Aggregate Metric Results#1731

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David-rn wants to merge 7 commits intoroboflow:developfrom
David-rn:feat/aggregate_metric_results
Open

Aggregate Metric Results#1731
David-rn wants to merge 7 commits intoroboflow:developfrom
David-rn:feat/aggregate_metric_results

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Description

This PR implements issue #1707. Currently, the metric system allows you to compute a metrics result. However, it is not possible to easily compare the results from several models in the same table or plot. In this PR, it is added two new functions aggregate_metric_results and plot_aggregate_metric_results that solves the comparison problem.

Besides, it has been added a base class MetricResult from which the different results are inherited.

Type of change

New feature (non-breaking change which adds functionality)

How has this change been tested, please provide a testcase or example of how you tested the change?

It has been tested using Google Colab and it can be found here. Inside the Colab it is possible to find the different use cases considered.

Any specific deployment considerations

N/A

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