There are two ways for implementation of edge detection, one using intensity and the other using color information. Canny algorithm based real time edge detection method is use to improve the processing speed. In this project we use a camera which takes multiple images under different lighting conditions. The method is based on DSP processor and the canny edge detection. The system can be implemented in the real time system for the mist, smoke,dust, and rainy conditions.