Driver monitoring system (drowsiness assistant and distraction assistant) -- 2
Budget: ₹1,500 – ₹12,500 INR
I need help in implementation of my project
1. Facial Landmarks detection(mediapipe facemesh and iris , body pose)
with the help of Facial landmarks related to eye,iris and mouth we can decide whether the driver is fatigue or not based on mouth aspect ratio(MAR) and EAR(Eye aspect ratio)
2. Head pose needs to detected using hopenet algorithm
3. Detect objects in the driver cabin using transfer learning(Imagenet)
Using point 2 and 3 , gaze direction we can say whether the driver is distracted or not.
1. Facial Landmarks detection(mediapipe facemesh and iris , body pose)
with the help of Facial landmarks related to eye,iris and mouth we can decide whether the driver is fatigue or not based on mouth aspect ratio(MAR) and EAR(Eye aspect ratio)
2. Head pose needs to detected using hopenet algorithm
3. Detect objects in the driver cabin using transfer learning(Imagenet)
Using point 2 and 3 , gaze direction we can say whether the driver is distracted or not.