Work Flow

Stage 1 : Data Collection and Processing

We have downloaded two full-length match video and created our own data from those videos.

Stage 2 : Player Detection and location

We have trained models to detect the players on the ground. The players were divided into 3 categories of Batsman, Bowler and Others.

Stage 3 : Batsman and Bowler Name Identification

We have trained models to identify the name of the detected players.

Stage 4 : Shot Identification

We have trained a model to identify the shot played by the detected batsman.

Stage 5 : Commentary Generation

In this stage, we have combined the result of the above stages and generated a part of the commentary.

Stage 6 : Deployment