Our customer who is into manufacturing of various automotive components wanted to build AI framework for their upcoming Camera line (Dashcam & Cabin Monitoring Cam) and they want to monitor the Driver Behavior with respect to unsafe driving and the Neural Net can classify the driver actions in to 10 categories
DRIVER BEHAVIOR
MONITORING
OUTPUT FROM NEURAL NET SERVICE
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ACTIONS THAT NEURAL NET CAN DETECT AND CLASSIFY
- Safe Driving
- Talking on Phone – Right
- Talking on Phone – Left
- Texting – Right
- Texting – Left
- Reaching back
- Operating Radio
- Talking to the Passenger
- Hair & Make-up
- Drinking
TECHNOLOGIES / TOOLS
- Keras, TensorFlow
- Python
- Hybrid Neural Net with 8 hidden layers
MODEL HIGHLIGHTS
- Tested on the videos with few people to crowds on the streets
- Tested on both low light and good lighting conditions
- Can be used to train and track objects other than humans