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License: Apache License 2.0

Python 0.46% Shell 0.01% Jupyter Notebook 99.54%

basketballvideoanalysis's Introduction

Sports Video Analysis

See wiki page for more details.

Court Detection

Courts

See details on court detection here.

Mask R-CNN of persons (mask-rcnn)

See details here including online tutorial.

defence

Video output example

https://www.youtube.com/watch?v=yEqGTSd5DQU

Color detection of players (color-detection)

The run script will produce a CSV with the RGB values and percentage of each color.

ToDo: Classify each color result into two groups, identify hopefully each team by color.

Colors

Players tracking

See article on players tracking solutions

See also YouTube video with different solutions.

Action Classification

PoseDetection

Required so we can classify the game play action of players.

Homography mapping of court

Maps the 3D court onto a 2D version, required for analysis of movement.

MiniMap

See also YouTube video

See details here and article with tutorial.

basketballvideoanalysis's People

Contributors

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Watchers

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