cricket-tannmay 0.1.5

A computer vision package to recognize and assess different cricket shots and bowling videos.

Cricket

This is a package which can be used for assessing videos of bowling and batting

How To Use

Batting

Specific Shot

from cricket.batting import straight_drive
decision = straight_drive.classify_entire_video("video_path")

There are various shots like

• Cover drive
• Pull shot
• Sweep
• Reverse sweep
• Hook shot
• Defense

This is the implementation of straight drive. It will also return if it was a:

• Good shot
• Bad shot

Overall

from cricket.batting import overall_shot_detection
classifier = overall_shot_detection.CricketShotClassifier()
classifier.classify_entire_video("video_path")

This classifier class is compatible with the following shots:

• Straight Drive
• Cover Drive
• Sweep
• Defence
• Reverse Sweep
• Pull Shot
• Hook Shot

This will also return if it was a:

• Good Shot
• Bad Shot

Balling

Specific Type

from cricket.balling import fast
import cricket.utils as utils

ball_colour_range = utils.color_ranges["white"]
decision = fast.classify_entire_video("video_path", ball_colour_range)

This method is compatible with:

• Fast ball
• Slow ball
• Yorker
• Spin

This was an implementation of a fast ball. It will also tell if it was a:

• Good Delivery
• Bad Delivery

Overall

from cricket.balling.overall_bowl_detection import CricketBallAnalyzer
import cricket.utils as utils

ball_colour_range = utils.color_ranges["white"]
analyser = CricketBallAnalyzer("video_path", ball_colour_range[0], ball_colour_range[1], 22)
decision = analyser.analyze_video()

This classifier class is compatible with:

• Fast Ball
• Slow ball
• Yorker
• Spin

Combined

from cricket.combined import classify_overall
import cricket.utils as utils

ball_colour = utils.color_ranges["white"]
decision = classify_overall("video_path", ball_colour, 22)

This will run both the classes given above and will return a dictionary. First key will be of bowling and second key will be of batting

Note: For ease of use you can import like this and it would import all things for implementation from both the subpackages

from cricket import *