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Replace Advanced Field into the IOU

Replace Advanced Field into the IOU

Aug 6th, 2022

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How to Replace Advanced Field into the IOU

5 out of 5

75 votes

In this unofficial part two of the object detection series, the tutorial focuses on evaluating bounding box predictions. The speaker addresses the issue of screen tearing and confirms resolution. The main topic is how to quantify the accuracy of a predicted bounding box against a target bounding box for an object. The key metric introduced is Intersection over Union (IoU), which measures how well the predicted bounding box corresponds to the true one. The tutorial includes an implementation of this metric using PyTorch. The video aims to provide a clear understanding of IoU and practical application in bounding box evaluation.

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