Utilize yolov5 to perform realtime analysis on sports games. Simply specify a simple configuration defining the physics of the video clip, and the ObjectTracker will annotate and track objects.
- Tracks physics, including velocities
- Object validation
- Accounts for frame shake/shift
- Can annotate for multiple team classes
- Flexible enough to work across a variety of sports
sports_game = ObjectTracker({
'video':"./soccer.mp4",
'objects':{
'sports ball':{
'confidence':0.1,
'max_distance':50,
'color':'white',
'marker':'circle',
'show_velocity':True
},
'person':{
'confidence':0.3,
'max_distance':30,
'color':'average',
'marker':'ellipse',
'show_velocity':True
}
}
})
sports_game.process()
