Deep Learning-Based Football Player Detection in Videos

Figure 5

Model performance on (a) a normal football match image for player detection, and on difficult player detection tasks where players are nearby and (b) one player fell on the ground. (c) Plays’ legs are overlapped. (d) One player is on his knees.

(a)

(b)

(c)

(d)