[Retracted] Deep Learning-Based Real-Time AI Virtual Mouse System Using Computer Vision to Avoid COVID-19 Spread
Table 1
Experimental results.
Hand tip gesture
Mouse function performed
Success
Failure
Accuracy (%)
Tip ID 1 or both tip IDs 1 and 2 are up
Mouse movement
100
0
100
Tip IDs 0 and 1 are up and the distance between the fingers is <30
Left button click
99
1
99
Tip IDs 1 and 2 are up and the distance between the fingers is <40
Right button click
95
5
95
Tip IDs 1 and 2 are up and the distance between the fingers is >40 and both fingers are moved up the page
Scroll up function
100
0
100
Tip IDs 1 and 2 are up and the distancebetween the fingers is >40 and both fingers are moved down the page
Scroll down function
100
0
100
All five tip IDs 0, 1, 2, 3, and 4 are up
No action performed
100
0
100
Result
594
6
99
Finger tip ID for respective fingers: tip Id 0: thumb finger; tip Id 1: index finger; tip Id 2: middle finger; tip Id 3: ring finger; tip Id 4: little finger.
