<ul><li>One possible approach to the problem is to restrict the object detection model window size such that it performs detection on a cut out frame.</li><li>Instance segmentation helps in detecting players close to the pitch, reducing errors in detection.</li><li>The author will be using Detectron2 from Facebook AI research for instance segmentation.</li><li>The methodology involves data gathering, dataset annotation, model building, and installing required libraries.</li></ul>

Tennis Analytics with computer vision (Part2 Instance Segmentation)

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