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White papers


1- Average Precision metric for objective performance assessment of a deep neural network

The scope of the present white paper is to give an overview of one of the methods we use at eSoftThings to benchmark object detectors.

Assessing the accuracy of an object detector is a task that must be done with care. The current state of the art mentions technics sharing similarities but often producing disparate results. Other variables such as dataset and thresholds may affect …

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