Driving video recording system and a controlling method of the same and a manufacturing method of the same

A control method of a driving video recording system including a camera module for monitoring surroundings of a vehicle, a first memory for storing a video transmitted from the camera module, a second memory for storing a computer program for controlling storage of the video, and a controller including a processor electrically and communicatively connected to the camera, the first memory and the second memory and configured for executing the computer program, wherein the computer program includes a contamination classification deep-learning network model, the control method comprising:

• receiving, by the processor, video data from the camera module;
• and
• determining, by the processor, whether the video data includes contamination data through the deep-learning network model by executing the computer program.

A method for manufacturing a driving video recording system including a camera module for monitoring surroundings of a vehicle a first memory for storing a video transmitted from the camera module, a second memory for storing a computer program for controlling storage of the video and including a contamination classification deep-learning network model, and a controller including a processor electrically and communicatively connected to the camera, the first memory and the second memory and configured for executing the computer program, the method comprising:

• training the deep-learning network model by classification training with training data for each contamination type.