Color Component Analyser is useful for performing a comparative study of various color space representations of an image. Such comparison would help identify the color components that could be useful for feature engineering. The components of color spaces commonly used for color analysis namely RGB, HSI, CIE LAB and YCbCr can be compared using this tool.