People has analyzed that color can represent someone’s characteristic. Originating from social media, it can be concluded that a person’s color characterization is being represented by the color they are using on their outfit, resulting in the trend of three colors characteristic in youth trend. The trend is to classify which personality we are based on the color of Mamba, Cake, and Earth. This category represents someone’s most visible personality that can be analyzed from color theory. The method classifying color outfit to predict the person’s personality of YoloV5 Image Object Detection and CNN Classification Algorithm is being compared to Segmentation Object Detection and ABC Classification. Result shows that CNN has predicted the color more accurately, with the percentage of 92,3% of accuracy, compared to ABC Classification that resulted in 75% of accuracy.