computer vision project
Budget: ₹600 – ₹1,500 INR
Task
Consider a football match provided at the link below. You are required to track this video using
computer vision and other tools in order to calculate the followings:
https://www.youtube.com/watch?v=OFbyNU6UQQs
Consider video from 2:00 to 48:35 (min:sec) for input. For questions 1 and 2, the initial two
minutes would be 2:00 to 4:00.
1. Mark the player, football and referee based on their jersey/football color on initial two minutes
of video using any of the following:
Rectangular bounding box
OR
Polygon
2. Track the path of football for the initial two minutes of video such that the tracking curve/line is
displayed for the latest 5 sec (approx.) only.
3.1. Calculate the number of minutes for which both teams are having the football with them
3.2. Calculate the number of minutes for which each player is having the football with them
4. Calculate the total number of passes made by both the team separately.
5. Calculate the total number of kicks (towards goal mouth - goaled/miss) made by each team
Separately.
Given: Football is assumed to be with a player until it gets touched to another player.
If you are making any assumption, mention it in the code by commenting these lines. Also,
make use of comments in your code wherever required to ease the understanding.
Answering Format:
Create a folder on your google drive with name project
For question 1 and 2: Upload the output video (2 min) in the above folder.
For other questions: Write the output in the text file created by your code itself (File
Handling) and upload the same text file in the above created google drive folder.
Upload your code directory, data/image used for training or any other inputs in this folder
[project]
Finally, share the link of the folder by providing access to all.
Consider a football match provided at the link below. You are required to track this video using
computer vision and other tools in order to calculate the followings:
https://www.youtube.com/watch?v=OFbyNU6UQQs
Consider video from 2:00 to 48:35 (min:sec) for input. For questions 1 and 2, the initial two
minutes would be 2:00 to 4:00.
1. Mark the player, football and referee based on their jersey/football color on initial two minutes
of video using any of the following:
Rectangular bounding box
OR
Polygon
2. Track the path of football for the initial two minutes of video such that the tracking curve/line is
displayed for the latest 5 sec (approx.) only.
3.1. Calculate the number of minutes for which both teams are having the football with them
3.2. Calculate the number of minutes for which each player is having the football with them
4. Calculate the total number of passes made by both the team separately.
5. Calculate the total number of kicks (towards goal mouth - goaled/miss) made by each team
Separately.
Given: Football is assumed to be with a player until it gets touched to another player.
If you are making any assumption, mention it in the code by commenting these lines. Also,
make use of comments in your code wherever required to ease the understanding.
Answering Format:
Create a folder on your google drive with name project
For question 1 and 2: Upload the output video (2 min) in the above folder.
For other questions: Write the output in the text file created by your code itself (File
Handling) and upload the same text file in the above created google drive folder.
Upload your code directory, data/image used for training or any other inputs in this folder
[project]
Finally, share the link of the folder by providing access to all.