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This paper aims to ensure safety while driving driver choices and driver decisions are fundamental variables that can affect safe driving. A recognition system for driver operation is designed to recognize driver behaviors that are based on profoundly convolutionary neural networks (CNN). Typical driving habits, such as normal driving, right-mirror testing, rear-mirror checking, left-mirror verifying, media change, passenger speaking, text and cell phone responding, swapping signs, smoking,doi:10.30534/ijeter/2020/828102020 fatcat:z4pwmyv7kzdlxkuiye7w4khyce