TensorFlow.js - Cricket Shot classification using Pose Detection

Sat, 13 Nov 2021 00:00:00 +0000

In this article, we will look at how to use Pose Detection in TensorFlow.js to classify cricket shots. In the game of cricket, there are many different shots played, such as cover drive, square cut, flick, sweep, straight drive, etc.

In this example, we will attempt to classify three cricket shots - cover drive, flick and square cut. We will utilize BlazePose TensorFlow.js model to obtain the poses from images of players playing the above shots. We will then feed these poses data to a KNN classifier to classify between these three shots.

Knn-Classifier on Selvam Subbiah

TensorFlow.js - Cricket Shot classification using Pose Detection